{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 提取文本"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "    \"status\": \"running\",\n",
      "    \"createdDateTime\": \"2020-10-23T07:20:57Z\",\n",
      "    \"lastUpdatedDateTime\": \"2020-10-23T07:20:57Z\"\n",
      "}\n",
      "{\n",
      "    \"status\": \"succeeded\",\n",
      "    \"createdDateTime\": \"2020-10-23T07:20:57Z\",\n",
      "    \"lastUpdatedDateTime\": \"2020-10-23T07:20:58Z\",\n",
      "    \"analyzeResult\": {\n",
      "        \"version\": \"3.0.0\",\n",
      "        \"readResults\": [\n",
      "            {\n",
      "                \"page\": 1,\n",
      "                \"angle\": 0,\n",
      "                \"width\": 700,\n",
      "                \"height\": 452,\n",
      "                \"unit\": \"pixel\",\n",
      "                \"lines\": []\n",
      "            }\n",
      "        ]\n",
      "    }\n",
      "}\n"
     ]
    },
    {
     "data": {
      "image/png": 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XLHXiZ0tr1EGhiy4dkB48cdeBNLEtxwF89ppEYsSAoOBB/B55BH2RNSddujELnrnnhG9GBb9M2FMYUQClq0/jRK55uQGUCkcuDuq7VLL0Xmpruo5098mKbnjckuIIkI9hZb2wj8KCH2tridcvSrQq21Z+pwzi8fgV80JS9cgiLOeKHIvdlPmAez3ynUVioRjGYZojdAa7hXb2rPCldS/b1ug5x6M66CxOE+6V4BpeQyObRGk8dDHQKq9RJi5uuwadN1jVLcfeyn4itq1cs66YG0R0mKoeM1SZxU5QDLWbMHiZKyMTnyRaEKBUmQQW+Pkuti1g6prpjxNtw2uvOZFzasImRZDMbnG7a0S5K4ZS5pH+Q5a6UR5VdJMT5TG4YTu2YQqkZI9UInFJ7swuppXTw2Lcm7wFEVQlLjm/DzAMY/h6wb2nSUKbQDlp6F4dcv57WOjBUhqzSinQBAi6o8o3NmqnXBSETS6SVuD9FBglGVAaWQknbrvJNqRAtaO4QVB04RqSWTIMajoxFgVEwowgjSk6tCpX9lLJ6iWKjL4nA2wzpPbIfoaNa5hNW0JBAOCWKFzL+QhpMyjhJpKxRLaxeZDda4HlPWYt7wXCkc8VSMo1zItgtVJGdusNKCnOoKDjkheGhN1LiMRyTCKPaSTq41BZOQTM3/hcudN6p6BrGkc3MP7KsaGYCwDG5iUNuUZY59Dhc4r5hT7IHIIYh1MGJg47KXraYKRO6p3Oni1tCDZ+X0coeqXusBM57XNbofcabTTaVkyX/b6kU5ZyTSh3ALEkgEOnQtJD5wxb7zu24axSyXUlxc4BGehsF+1i5pfknJaUJilGOdSIblK0UmUQpRQrouoOYMtgTCQMExKqLLvmk+h1LJOUzIRMmZcW0pjQfTmQCowq6jGpQUkjmrH3Rb9JzIpgZY8tslKx79ZusroIB5eB6N0sVHmPMgC7G7BSUiNl4NeqvG9lPGVZZvLwPuG5UjLXru3aB8yy+71psyJmS+lFVpnnJkUjx7b5GiNB97FnXcfkqHKTCO0IBkLri7H1iQYsy3AAIZBNcTCAAtdDz05Cu1TSQ3pnc0F7lB5/3r5wDZm1WiuLGWqx4cTNzFho77HjazivUwa90rAuwrMCZw/0xprzfVJAVaNSDq0zgee+B+/smlDuNIgaqTTAimm5Y/QesWRKCiRRr3pHDyyl+NawrKwR3SS63phwRppgtHBNGXKj48SwXqOOUf/SYh+HZXxql7KxpoxaGiwNv/WQmCQFToE+o1ItEoJTpIUmLfRlSpK+1/q9pZIHi82zFTeEG5KVtBfsuvMVoHrU9PwEBr4sqLcIKtqLLIJIAJkTUHob4M/H2DaLRMYT9hKkLO/1aoQgEmLHjDFzrNjUB20Ryl0yTML4dMwMGhsP9kKLQCOQvFzrNeaujgo4fZ82DirDQawYa1fza7gKHfJMU5mIeNVO4PwqKp0C3ERlnOh+UEKElGqlLDNdOjGHt/pJtnn0AhLuXUAeWmcwNR2mpse52To6azAxfbDSnY5GqYYXnP62N5i1NarKom1j33sDbd4AsAwQYBh6xp3XmCjHg7kSU/+HWFoIOPQCk6ZJSPUp6DsT3UelTZh+wsYIbiFs1sUoOWNrusvggHD9BNdwEBghch/SuKsskCeF4BhO24YohkQ0TpUXO6PsQWLGuMhB7jxiuviQKZDGKcQSKAYR+uhgBd5eKgq5ETDVbMRLoJT5LqbSU8JKjZyaWQaQxxR7yR8HwHi8xEtpY0gUyqEVX0erf9HG2SAxYfQIw6iks0msv1SCMy+S2YRImmvnK0xVNzoX0vimEgzLsmFbHuu0yUjm0SKZ+Trg6gXmHUoApIJwVGjMIeH5VDyOhOZCUrRDOKSN1F4gFArrvMGmS5siWeCSn27gYzGyVM9lqjsQ5XjuKv7+RIdCZNuuCZZt5H8HOmSF1lWMeSeDLyjZ8HmCPCsiR8Tg5cT0bAiGsVKssKs4JqS8tUpFvSrt+FrwGq3IJg0kkUT9NMrB6aBrlPJYqWPCXFTuVAF3WvVYaToY5eGmoU4kXfOxhU/7GlHuKnZ8zgNENSIC152Un6QF9i64VDKAUkU3Tab4D6ogLggeBuVhRz8r3UapZORCD2yLxZgouZG6wBDHpExUku1IrmBS6pT4McZmoczBcM+hcpKSJbGM9GFMeTDEIz6X8MWYIi8549n1VNoWCBaSn8m/F/WFFPui+5BCD1DI8Bpy/MnF58+K77aI2Cp7bSn4m14Pk6+klMXIyIov68HMfC3gMRlP2hs80/kKbaQ0AmAL2SBUZ3RRmZIy5j76Kh8D0Q9ioUhcW/LFjXLYdg1DJiTkaQMpTyWrH8O4tM7W5qppmZ/ONF6TV6+ktTKP9XJogwhjrKJlL3IAondMQVLi7Us2XRi/FKeT1912DVeFpDhY50zWP7kxaeVxtNkGQPouYOhzW/EG1PuARjQmZe06r9C6Co3u0brl6vuaUO4+7ooT0/Ngdj6kMRvl0TsDo1NqfgeDnqxZ75hC2bs8OEglQzXCYI8mHSAUBIIblhsoSw8AyzFqThzxqfwrCbMNvOI2LlPuckMbVM1Tjrm9QUHJjMqgalMyiMXsVeCyuwmnqe8BKtlN8k15qHDLLF8DKg43hBU6oXyakQ1Pfl5ayGPKdyms4/M2UXAwBYzDc2jg0Koc7y+VPY0hWdFZLRdILyvUBSLPCSBPTmQbI6fEkvU98zXW9Bytr0KhO2+yjWdVtwNIoqzBkorJWUA5TEQSk1UUbLRs1ByrNjkISkYXeTThOn0212X8bEqes1ci0a7cgHVUoDVj6RKCkR4fb0Qm9U2K1kEHyT7JRKfwLIIeIn0lKbsktbZsCdQ6xgZtmucT3WHHNdixNWoVOO7WK1SwgOmw1U9QqVAYkQqHaeWxWgU4dxG0THJtKHekB0XuTBiA4CZxgENQ/QKDRqHWAZ8HkusFCFxePIwyQEI7f4IUciud3g8bQL/UOiIL1SrFjIGcGql58ewF/6VkCgq4yXZZrzFDbgWRNW85sq9g1G7p6ctF0uwWiVTsBuN1w/d8P6Ta6wae4Q6SMdhDWuf5tRJH3aoF5W55wx4+D/n93QpQzXydsU46b2B8UiZX3BRT1WFLBeu4pJpK+IoUdBsV39j4U4lnoxzaYowGpSkKY2eqWr7PVLVoTA8dNx9q24aeDZk3y7w9KPYwJHwjN2vqkyxREPpo03MXcSEjYMhAZyZdkCcjMl0ZsbKkSnpEekMh/pZ+Q3+HRCWfKVwgMGVok3MCWk0ZuJYNwozeSNeN+D4VEpMceRkv1NHbnUcrnM6acF5hCxO+Z6Uc+hhXrDSdXfEGwNwVhJssJmsfs1VrbTmwQlURgeTKAcmtTWwKokUZtvZZiUdlaREeDhUHIgvBecMuJEfcfSqxO9Ud5gssVGsFbu/DVNVQrCCcD2VliV5GD2guStLOYqlZICUoleKcjvxjywwC+JStR5z61hpsuwmPr1EeM2ERkess8fSgVOL0l4kXMTRGi5RKHkjrnVz+Nrq3fE0YWKe5hCx5Hy09Fwo2w2Dm64ilhslN9ylL5PKG5lOafUntAyT0JuIg4pr0nbJc7lR1oHK3pGjl4SUk0nqWcQ+iA1pobGMSA3/5pkxZ1rJuuVEOtbcA2rhxpDLPJNMYsBzATYUxMFaeQL52vJZ6bIyUHKbrbbnJ4JnTOFGJCXlPGbwkCVCQZa8mfN7yRtJF6CdQeUPglKDHzhvMuFCfz4y3Om5M1jdZ3G1Q8ltIF9c4JSJygiJSzfe5k8+VLPewURG3XhI0LEI1Rw7IwnC8TB7kQUHkuQ0e00SFUgRUxnzdzNH7OitH3rmwvivt0EQO/G5Q3DWh3KU1vdlNsd03oGOmALBrwuVvYwAEkBa/j9CMyV47r9miJwy/jhCNPOgDyGEY+tx5jVpbrr1MXHsqsE+fkZvJ11IeE92jd5oL91N7iRJFmxP9tnRLJXZHhyEQ1rjtGmbwzH2V0T5XzTzDvwki2lYN46MA+GSncD+qwzI8qYmEyi5QoCu8l0oWyM1vVc8Zu6S2kAtOCpCSZjIlLYJr1G7JMgp0WVHbBqkOOZBoopIN5LyOyjBstbIOj4yrSKUVXiUKKRVZG+WTD1hR+RjKeitUV0Z+VpYjGNIwk9dH/aTnMIwluME1eKzi85abM98nBqhl0LikZnLC2wIjPmHwY5+JK3lk+ROlbLkJmkhtlCKrn5IB5HzAucoYCd1tzOsKa0il5C9BjNi00+TtFzEdyfAiJEASNGhN6ljPnZT4oqB+CLB6hlgooLvjGlxuVzAxPVZMl2KRAlqW7MFFck0o9wB7WFztG1zpptjpA75EZ6VOTA+j4y7IytZyIXsAvCtSp8NGEBQe4o7IpQzifSVXdtGhHTSYVVTEfcQXO22wbuY8aQ0cVlSeZFBrC2jgEGYD5UVwD/1LUtNGFC0fqeRIDHwI5MT3VjFny2OqugGTgawfki1Hhze07CZTvXdZ1CyMaxq3dGRfLH4FKiSlMuXYKMvKnSwruchIQcm68XwYhgjSUaBSUjaltyOZMmP4ulzUVIyO/p55GafwaJEsIVrU5bWDteky+hu9L6UM4rYqpe+X7CnpcXBgVshUBUpeqwB4jakOc66BzeCcvUqAPYfql5S2vKIt1DR5XTSs++HYy34FBlFUPSqd8AXkMCITBXzKTaG5SpRBBw1bxNqk1KrPAMy0JixcQX4gz54+L+m6NId5/ikXywOke090OOiks4YNtkVVaZnBgwBBw2vMbYW1ao5jk6uYuwo7tmYYKhmIelfFDlwjyl1FyGCiLY5OthChJlZqh6o5JrqLwZI02BJjl3x3xrPie+WxepJ1U+tUWoCvhYTVM59dpdOPat3zeYyEx4+JTMMnrq60wiRWTX0A0qRuVJ9ZmbJG+8zXmfVMilJSNtfQMqsGSItxTc8BAKtqzuwLycoo+fCyP3wOqEoW+RQeWqfxqpXFmmpZUzSw0FpufHnFRgCYKhsUbgx2aeUwFfg7gEzRyudOupUCrMnqzOmMEsZYtBmMKWpe4EoyYpZh8MT1T/3jEgaFNQgxR6gPcj7SdYK1mzZfTRBRoWBLQ6D8LJUcyDFkYAjhSBlmJe+PYy+t8ACjiTZFUgARKNbUHJ038WzVtLYIvpq5lTjPwmczT/DKWOmBccVv4NhzpfiMpIh2kceetRupJlSWkIhgBJZe7txXCT4a8YhZ6XuKsXlAB1YNIQSVcgzv1DoYr3Ov95TIdE0od5Ja20xhA2FR0HsrpsVEpOsmZZkGEAgPdFUHxbZpp9Desxsor2/0MMIthRgDE5pE0RLlQzoKxV5eSy60zpt4nJmFUd1oEAZIrmfKDBTXg4bzwtpjCyJZgynJJllC4TDidMpSG7NMHTTjoDKhpYQfJLzRqoC503mZVLJ2GvvE1lWc7KSsyoWhkVu8Mw5+hs+aYsOj8TaF+03fyZhNo2yXwEKh6zVicTErQ/W8QZBMYTMlTW0tr02bR+DXJ/xW/puw5eFh01QyokyGmwk4K5xolY5qlLWKpOQeSFI4FDsIY5krPHr2NA9kYJxgL1kamL5Lgf9aGCKsHMuNDJQ41Qj2GMWowtyWQnM0tcNkLB6twuHw1gVWESUUpvkaKY8wWQ5BeBY6Kw1sVMDIt10qpetAz9Rmip/XtEsB787VWDUpWJ3WQdBPDiG50kGxsp67KsVTtMNVO2H9FBKiUj8SLTzA1TNbZWVWxuSaUe5UQ6aUUvlJxU7FwrJsVeVgRRF7mQBBtWUWCRUJIpdsohy0S7u34UN5k/IrIQO+FkRhsQI3dshPjCp3dXoPyGt98BiUAcMFLiljz14kbSEvFlVir7sJbT6kuG32WVJmu/HpuS1LvjNaZa9QyK9EwrORWKoPY4TFLvRe2CPSC1nE4nklshsrYpG4QkkDI2UnyOuJsAwxfyi/gE5rIuitfOaLpKx5REpfg6iIOSGgVOy7XVsOv4lQEekDKRIGSx7PYpkUOD8lHO7lWaYEwRQbCRuwOJZT1HcnCiRBLL1LxxNOdI+J7rFja/ReBxg6WuuN7qHfOCV/E6YNLFZWwFCRlxXZMqw8UpB4dx0N9SQhOmSIgjds/acM1KKqoXSBR/BHspbl8WW3MfQAACAASURBVHJOMBSW0QxTYJCUWf65xKt3W/yluy0ZK7vo3/HrwadF8yp47VTEibDsV6Ow9yMGuaXvIh2OIB2gpELunRZInxvl9wTh7CZSkZXW515k0NYykCleL1PalA0bYirYU+6EtHJTsTo9MGT2K2WmNDFQgiJVA29mGVRVyiCYHX+7l3EnmMSKWOCw7SHgSvkunTdoXRX47TIbFooh6I1qDod4gEdsH8Ucl8k1odylLFPsJMQKccICkwFKiYOFay5OQikrvUmXirLs2HX0kdooFLtcJNISlRaDnBzkcmdZeCNZrbtZ0/ux5uS1wsS3iU2ihkcLLhOCTl6JjLWZKmvuJmMZu6+VaKHYFxWLIkmxktQGU/yGyrTWYuMvE5XoX6k0Fj3T3TaTrC/imiUsE2i1eVBQJp1R7CWDZXwe9OX77DI/uYheNGzS/M/LZJTJUrv2D4nvLq1jKM05K3Q/ek3W+qKKrVKW5UPI14OcC+XgKPlspJQFFf/qobmWjVY+8vMLEgM0IOBeOrCjoqP34ilNu02La0K5ewR+6ET36H3NrgcN0kRkrxGsYbTj2usBW6tZ4ZcWcQiCdpj7hJUnfrRkVNgBn9hEpU2sBSmk7KXUgl44JlQREkj0MDoyL+Dymul94b3UDi4yJbMOxUQzol/h4IUAvJCEGiLhWLywSNLhI6ToacIkXDxVLAyJRWHMZ9CciVluXnz6fLwvc5dpTMnNFVARHdihlWM8vIQ2ePMUAdSx2EDo6wgVUDzXDnpgwUuRij7V83Yoa8MHLF9hoiw6CEvda0hPIGu/+L1DpGrqDlOkbFsS5zXaqFwbgcmXc5HKRjewgVkDqeDy2jcGfjBHqZxvUpjkAevMmyEGTYrLOGy7CazSmOoWnasGljXdm+anUU5Ub9RofcXJVSWHXtJkjXLpoBnawCIkIx8jx2KQGGfUhs7VbKDR8xjbXNhIK2CaQHFM8EvA2ufhuEUfyyTQ+BM84x0bcHz2qYaY4ym7VkeYprM6rgfPwVY6dhQIdW2mZnmJumtCuSuEhUOV2IAcq5JCGN2mnYpzGxckFMVdNKT+usEOaYrFyu9F4YALdod0dpPSipKJGMR/XibEZpGHXc9cHYKbe7CkJfebzuFkHHUZPAQPqB7W1wsxctmvKdMwzejReYNry9dF4PLVwBllJjLdj1g0r+baGXyzC5QkeeO0uUjGV0m7pHbSKVJaOQ4ik0Li7wDsRUlYpYHlDWE/kjNi3K5zkn5TGkTltYDcQyAhxk+jDGSZX6btesdVUOVBHRKSHCuvkbxnFwO1w1wC2Yaync5rTlIsMfhXI1nyVRFnS4lO0TMp+kQHaNfGcRXJN0QSE0AZnSlxyagQVBhzcazfW0AtTLA8tXv8O/Hag8h+okkSJXK3dPyFbRHsjFJ24yvnSRWBOkaWj0wSGhPG1kHWaMBMgcSQ2A0K2w9GmlE89/KMxJiT8nstApGlxV/vI2i8m0irvoNeem32iDBOIWwQ4BvacDgpxis+8o88PWllyjo2DLOIz4hSmufD7t4vkr0+gxoW0O1gI5DWe1h349axUS7WoHHRa4Pon4blNgkDSCULf2xukiKX1T418sRG2QZZWoBUORUfW6ZANTwmZp7V4lkGcRq4LJFgx9agZEcDh15HCCm2W967Vg7hW8E4WTHdIN+ilGtCuXsgFgVKXFMdy3lalWNYFIgwKk+nLmuwEAZP1eSIly4/K6VU3NuuAXFdxx7aWKah/Hdw/ZHdWkb3x4qEye8SrGKiG8dZn5HCl9/LF5ZYSssfpKiPjAX1o4WJtLvda1lowjzJAlfpoOkxKbFriXdTmd18DFLwXM6JRZtbNm9Usng58LVHBTZgbA08jljaAV5sbgnDl+0v283snz22hamuBbxTvh6TZYpqkdGSl34eMm8MzfWozJdx5cfepznN7V7QDkeBWB/rzYCooIn+DJ+Cq+F6uSdS3sMJqrGMqwFBuU90h207GbRFJiQ6N+7NSsZMfv9k5JXGq8xYpdfOJ6p3FQ8x0sphvWp3ZcxcG8o9lgQIO6vlASDqUKWT65elqEMyRsJCIg4yYXuUjCBPMU/YdW6Jl1mgq7pNfPMRyRYU4+jRSlR5jXNJ4bMxcBXw/FTLnTYoWUc79DMyAUQ7CMd2xWZAfRqklovxI2mUhVYpuYpcZxtZLCVkRRm9Y5M50T4tKxuDcNTeXqmBndj4xrycJi7aGg6dSpi5G4GLQluW3i70lfD0chyjhTT05vLqogwByACXKqz7GGCl60p4y3mV9XtR++jvWswzkoSlpyBl+o1eCPtpFbj/tHEPqiNmUJ4oxCaMJBtjBDVsrJKYB+9pPqaNL3kaARZM9WxMbE85z8MGkMr4cla4IiZOxbG4sCZSXSY5L4KSDH4yjdHMV6iRMoeJREGkiTJBMcQUQluoXgxQHOcJxeVAqA9cAkVQIYnWTb8lZd/7OurDUHPmat9goixq5bBpa8zsFHRK3TK5JpQ71XMHEntEe58pxEWYN+3i8A5OJcuoczF5oUjTlbVExoRLm8Zj/0ohJbbos8BF0WztAkjtQ4onUHIDZd0Z5Fmo+2EQLBNZHCuUIQjZrSEzz8FE6phcsCR74apfy7Ks7a9lv8igqEGHXrw2zw4YtnPZBinryBP3m/MRFniTS++bBbzDupjqEDyUCVGUbFeWldgrWu2EMTHq8SofWDzR+4K87+gY5F5wSvBL7BqjAkQyDEzbDDqRSps2EE7WE7plN8YZraurdgUGDuvVnOu9U1JTVhk39qGC5cOyAWCtarFW0eFFbwBYhqYrFazX3qM2+aCaqLxLi44HJW4IYzi9lLJmjHy0pNipoqNMMw7fHe7SUmSGLECFuVKWXDiJx/PkalFF6yJX7K+lBEuKkigqXqiI8QjCGctiW/J7b2QFv0h2s3peiXTQzG56rWQ/yp1gBgMKTCeGVePBh4Pv5948DxCUdvYeB4grAKIUCMYzZ5cJKXipgEmSld1k8OuiWFDwjOc5VRKp/IJDfp5x6pOoLBo/L2EZKt9bE2wcdcZuZF5CHOhsCgBc5le2m7z83hnObdHKQYssVYJq3jDlB7Jqa8LNdDDc4bEoM5BnLZZFwIb4aLLc5eEcKZV/SHcL9xha6mTZSu5ssMLD5J67GrXqB6fphHa5kDrtk+s69p0AsITAUll8iWiaY5LKpTo0GNI7JQYvSw7IpCyLfKLLfsuxCW65H1AF6XvLNltZ62fRd+lzGu9lkzo9z0IpFothbBOl7ywOTi84MJnngPhMEXUyh5jyPAhKZhmnc2ZtK+Ac+R6NONEhpZCRQlBIaRkv27ipxHJipyQ4sxHwEEGJGYWx8ASJb05BSpkjEjbFcN4xBUBr7ZIXjQRNhn6GZCrrm9iH5KUwzCmUvzyFjGJCNE/DGqUKrWEzDKcq1dx+mXlK7wX2UxoPWa2R8yZi3+k4QABc1HDm6uRlwA7mPSn+OnLbTTzIaO4q9N6ji8f3LZNrQrl7JOUZDp5NUEzA+ZxY4COK3cvApgJAuHM6jKOWTAOJwwkFL/mw4VrjlispczrxRb5P3FouRRsnm6wzYVRiyGQwkULWl9DWREkrA6T0ry0VUmxbqIhnBQac7KncSpf1rOM9FGCiQpB0xnAvsjDSWabUlk58T7avHD/6d6wfFmpwelJQ6gmqSzzstKg4sClYEqVQTGRUqakUyNVC8bgYE1okkulSw2EeY0VG+UEfA3yRNjSe136ovOVYpWqieb6Ag+d8C0mHlMF25mWPxFCyuV6IE8+5E1YtGQyBz1/BFs+KNgVZa0by3Kl9ZQmEwbiydR2Pk4xGEictxZK6RjmuK0MKvywdLceLDRa58QnLXSaByX+37SRj0AFRl6iUwFQe1Qnk6zaU5G5DHfjiu8nDSHOXSrL0PhQS67yG3mMm9zWh3IE00ahuOlvq3g1YJK8mfZmhhpGA4eh3gZjFaTKLQysHS4d8qD5LXiqxM3ngRmC9+MxlfKX0SpJSIQQLLiqFBbGKRZKOMEsn5pT3ikcu8GlDbIHtA9MdE7n4ZACSXjMTZUQbNOL7ndej35HSSu9MpQCwVJ5tdH/3SymUnsZeWDDhMPE8cDr4zgIocFFS097amWezltmyU3R87ZmvQzal7jjLdexAkDEJylcc6AIzwM1DqepgiPDhKHCRqabyzVrpuIk7Zs9IzH8/QrkvdBiQLOubs58cl9kux1rDYxILj0nrfixbdaJ79irKYwKBxKapRXnfBMeQUakzjH6RXDPKvfMaE5USjaRlI2siv5r6IxJnpx1393al47k6b6C95qw1OjChgwlFxkYCNxRclZQrJ6ClV6vYSQawiyeLcH/c/DJ1vdw4iL/e+YorONJ32oKdsF8hd5b+lu+T8iULfRkWzRvDMjhIfD94icn6l7/dS5p3KTUcOuiF1rgUE++pkTjrsi/cbzW+gcqThtwesN/83ulYxHoXnJysbudTgJ5PccKwtnzG8mGvFGxYJQpjVNwqwTpUbbK8D4mss1Rmu74S/VAriw4UMJWwGVUSjad/abByzcaG1r4DV5UMMI9lCi6PAwLksmpaXHUJz5f5PQaOLXbnNR/WYZTnE5g26tkb44BsAFg384z+SOUwSVJ9i/ykG0pUInoRWcKcOi6okAy/IJ1oPmYRscuvAr9lEUOmTBMfiEpBHPqUuKx0SgtZ9WOFwiR0I9Ooy7rTofKlSDPH8Dg1CqBysCsuNOqvdNG5HAB0xqGX/aeKfmPjVo5PIxbyou8T9VDCOKU1a8UzJMu72YMiD2Po42EU+Rwghd7xmKZ786ayS5DbCGgwGRA5n15SLV3Rb/CGmvjyUtroJckYh5SxeFCAgPr4e+l1Cr43IOC4AKlJuiUp10FN84wAQMcr5ko4zM1QEncaKcVAOiyDpFEWnaqCgtZkuQ6hSfkMQmwkp81SWQyi69Ka2I7HAy4qiZBKCRC0Fg8oj88lGGY24ePK8XnKVhhC4RopxkRlhiUuD+UYKyeqJB3Jt67neLlfAQAuQ0AlWSamz86NpSzWNwYVUvxNCUpkrdOOJne2sdKeJLK2d2m1jiUvyc8Zm4uKVIuFShOBcWEB0yxK0iEeOuHwsrTCVPeMR8qJZ0YUoYklCqTIIC6QFlawFBeX8S2toJwHrAfvpWsOU+QbOLTQ2eftiPUnDyUYKqY8/lHeF4iYtnRhR5gCEmdfpuhLy5z6YrG4Hbu9X94/e38k5lAyvkpLvfw+1zCSXOpCsZTXCa9zmIU8MTJWOj8sD2F9fnALGxjImTN7ETZYIpRH8738vFZ9OFieiuh5+nz4TI3yfCYBvQ6GzQpb4AD44HC5mVgR6A0epzgIJyr1uUuH4ECnmvPz0ZhEOnCG8yWitS7zcUI7DBuunTfobEInLALTj1h/c1dhxbSg2jIrqgXQZPNrx+4OFF4Tyt0jccGpiE6iDC7H2OWOtpeKkumBDJk0eebcGGsjV40dcsZIaYnSw6WgcNbuGGxNm1aeeCQtlfK3EsPX4ndaOdQYh3oooCqLMC1MXikCt3vN5KTvL3pvr1mYr4dIHH6/fXq1Ivu/3/sGCzw/vHm/0mB4ZNx+ha3ciHOX+RCDe6p0KAxZ+5TwxF5ihGuayC0Ph4IEBTe2lh00OqcHZ6sCyaMn1gyQDi4vjS85RyUpwImYC22AtSjvMTZ+siwJZ63ShkSwVUwgJDKFNp6VPAD0TsccnRCQle3d6ieMv7culPztvMHMvkHquQMpeYlcGslrLwtulSIPk96LZSGDgIN2ZG5yPikW0cikxT8mowovtjVhzPm9xtxIKQxBiWubJf3KeOwLYCYgWXivRMbwaelJ6QXW7X8KkbDPqwv77l+0MABK6ueuv5X1UfY5flKpvxrFntqSFLw0akqoJdB880xaqdjZOClIDWTMlUIWfBuPrYMTcS1PmegxQItIcY7Ft0IVx8iTjyepAcmSLumMRDeUHHQJFxMHHaASA6FPK6bFjm0wd4Z56HRaUsPKOSnk3mlcmq+itaFoWm0sOmv4X608Zn2FeVehMg6VsdieN6ji521bwZjl6/SaUe5zV2HdzNH7GohUJ6YFip1cRqFDMkCozyKPeCtTgQEKliXM2iHBNhJTpxo0VMoTSDxuo9L5pAY+pC6LwAdNFk5dFpl6QclZZh5M0THPndsFDeISE1ugVjaejpPgH1mLg7jshHF2SBUkKS18DIrJlLii94Pn1PmKP5e0RcTgErmiVO5WSllTpYNmL4TLFyOxYejaRB2kz6mkADFOSDEHzysda0fPBvAZvle2ixgprQ/tIStaw2OLjrGDYwyfpOWN22c8eMLQQ+GwIE20UrsYdJtwSWWCpYLBIi1dKvErqZ80NgE60cKIIIgy1RaSz9QIlpSslULvUcVO8iqlYiZKIFnFVH3RIgVRuYyACNxSBrQsMTDzEzh0aL1hJW9UKLdLB17PfDoflcZn5mq2tqkq5cxXvLbCITqGlW0dy1po5XGln6L3htl2E93zAdMkNCa913i5naLSDpUKJXZ7Z7DdN2hMj9ZW8fSjHlPToyxqSMfbcc0X5TB3BlTD36nEdZf1pgCT7qcMNpp5sNrjdTbqOajkQKUstvsGfqJQm3CWajs1aLRF6wwjFg9hsVwTyl0hTehKDwn9IXM1wBi1T1UaZ67OXDSu5CYCcuXJTPT3wMInxRmDJRKyGcOlETcCo9Nn8sT0wKxJVoIMaCVucwqMQoXJrbVLWKPSKbEjYpF0fQti3SjGTbnOhzgPNa3/ZC2FGtMms/Rp46DDrOkoNNpgZP9bGFb8Y2wO4qOX9WSIL07Kn2qqLAtaUiYeUSEBZLTEMDaJVZKeZ34dUvZdhP/4RJu4UXReDxQvkKCUzqd5YIq5kV2b7ieuU565OiZ5nsK4h1p+L6tuWPDfjbKY+SqzqiUMNwalUGB95mt0MDyHNFw6fi/WqdmKrJCg3CtQKQ06m9RCYdtOOM9ErsOZqzmQSO91zjBMScrOeYWdWLyPvgcAa2YedIQO82NVtzhUzbBja74mJQ6FAmA9e/ZAMPSuTgJTZdW0rDe2XYMNM8vyYdiYjBti51JJEyoqSBvttp1kODuVG5/FRClZBRIYHrtH7aXyv5vdFAB48+m8xkqs4b4bUwa4ZpS7x0o8XFbD8qEaABibmugeE9Xyrj2JmaDA3uiEZG1smFlyDz2VGjCw8QHITFXJIBk7cGKqO05ikpYSu3xenGxP1ry2aMiCEoszcYYpeJoyTKnWDAVLCV8s4aWQtJSEglnD0gIJwpHZwGx5xVPnadMo+c+GmEk+54UDoUgYB62iBUPXlXXQy2JZekTBW5E8VCvHyRt1DICSVS+pjIukUQ5t3LQlJ75WiL5Nfv/UzlxkshS1C0gW+BjsMozFDD0paXFzOYjoHcqYEynmKTrMfC3mTVBCM1/zs91yE7aEx6TzhgOPhhW4Y6bJpgvsjanqsB1pe3JzoH7NfCW8gpTcN9Ud1s0sruFKlOOo2AOkdpRsHll0q8y3kHWZOm9wxGyDzngIv0n6I/Om4/gdNlvRK6gT8yx6LVo5TNBlfWTrGx4TkzxlGg8Lhc5VjB4QtJOeLxmugQEDN563ICngtbJYq+bcvvV6jrkLBxnNbYVK7X4s5a7KXSn1+wB+CcBZ7/074ntHAfwRgDMAngLwN733l+Jn/wjAbyLokP/ee//nu93Deo0r/RStq7BiurhIHWPwvTeAQ8YZBYA5wkCRTHSP3iUcm6wDGeTYdk1mHZCFkBKPUpkDumYZLKFdlmiIJBopJXnuK+bfdt5gVbeodQ/rFDpleELzGIiADe3eBsEz2XITDhaFoHOgKWofrXyXmAS16uGcZve3Uel0KVnbnQqHgSiPSHAPneQUruky5VNHaKnzFWZRERg4TmhqokUvaZAOilk0MjhFm9Msvp7GE7dIOsE4kDBEh+TdSbphCVNkc8WnPtDflIDWQod2jyyWvMJiguSIXhjqBTkeExq3DgZr8XQhOvkqtFePtpOYKDIbmeitOYwTgo5T3UUM2fNzJiU01V04YAV5cpOsGNooG+qjRAOkVj02sMO/n6oOU9dFI6bFLFrqMiA/VZTkVHE2NME0TYQTaU6Fdms2WLbcBFPVwUHzoTPM+PKJQdYonR1UQ1mzVO2S5jOttVU9R+dTrox1CjNfwXifLGw34XGWx/xJWigijESHppQJW2nTyY2AUBrBo1N5YFXDYqq7cAoTRGY9HbHpZRawQ+8r9N4wpq9VSnTTke/+WlAh/wWAfwrgX4r3fgfA57z3/0Qp9Tvx9W8rpd4G4FMA3g7gFIC/UErd4b1fmlvROoMnNo9xxyemR6UdehfOG5QnmFTKovcGrTWMfQHIsDN5TN96HXDzWXSJGt2jd4arrE1Nx5xR3jWF2yVlLANzomv03mBuK6xVc6ybOSw0tvpk6QDAVRVe18pi3cyzDYeErA9SxuTO0uYwJrXuM6tBQlPk5lHlSXKZJ3HxGuXYciNJeQJBsazpOS8KgoOIIWCh4+c9KMllVc0HbXQIFmU4+s8PNhppacn3gbDQ1/Qc1qXiCeV35DGAAFi5yKB0aSltuwnHJBplsTkG1dGYxHEl7JkUtPUaM1WjDH5v+wno+Lc2elzpPNVAw5vGbEhZ3oGsbBmEPKRn2bVl/ZixOksEozmvcURv89hOVZexR+RvS0ucvrOq5wFCgcaG3okYvMrgGo1ER6RxIWU8VR2PFz17yrEgxY44FtZpNKQiVbj/LNISZ0ibIwCGiUjo1CmtPLbdJDPupiqxXWhcyWInGrOWBoJP5xGs6jZsXvE+gfWWV45kgyOuP7mZkh6h2ACgs9K/2aaigM4a7NiajbtG92hdBeeBHRuM0onpw8ly3nFgd5Hsqty9919WSp0p3v4VAB+Jf/8BgC8C+O34/h967+cAnlRKPQbgZwD81bJ7KERLRXso5bFatWhMGJCG03DzomAUUKh12CkrbTMXecV0rDxpsKhiZKpPEksbkJvuU3BjjBNfKohaB6U2czW2XZPBNBtmlicxILWFTm4Zs9zJXZXRfOc1VvVQaXKbTLIwp7pjhd2IRCPyRFodFN8YnYykPMyjUXZgeZaWDOGxi+pl1D7EAcjClG42B7PZcolKOlrHq3qeQWRlMg/3PSrZma8GbKDSkl8zLaiY1XQBy0mKDKDKWEIZHA7tCWOzqnvMvMHMGz4Xlj6TQVOaZ6sCBOKyByPXlvceKzsQlGieyKSVw4YSkOQI5i6Fxps8BBnsz+6lhicbSaGgrPQaiN0i35PnBEgvVtaoSfdMhbloowkB4D4q7mThBu+9Y9hpjNlGCUwZ+03AmNt2wti6FFn0jwqOAfEEt3jAT5kJLSXFpRafhkaFFOkcATJarU+15BfJK8Xcb/DevwAA3vsXlFIn4vs3Afi6+N6z8b2lMjE97jh0NmssRbvpCCpZDrOESajgvcTwVnWbWBbKYds1/Dm9J7m/FNSU7JlSxqiRtbJYreY4ilSJUSuPLlrackJIZTtzdRb0q1XP1tBUJ4yTrJ9FvHeyyiW0IpUyBcAYPxRWLylkKWTN0TmcRKejgOWsOGyZDnBYNGYUbJ36PnudWYnIs0Tp9Sw+30lMDJEVHyVURL8jJd36Pgumjwlh8HS9ZUJwTUN9VBi0VX6XlDjVAKGj9ICkSOQBHjKzcaykdTme8m87Mie5LaC6POKoyIIhs0w64WntggAMhOayUQ7aa3SFt1Z+d+ZqQZ+kTPMAXdAGM/MNmhhrC/4AeUeUme3y38Oh0cE73Y5xJKgF2eQjfZd5LGMF1qQekie2BVy8GZwlUQpVvSUaeDYm4rmH86U7UL6Mg8mMnUXyWgdUx8yB0WmhlPotAL8FAOsnVxnnlieTOB9OCjc6sUwCPm7E32lByKj7PFoGhLtLPBwoMvu8HlUGiwZPYuNA4tlrcnW9TPNOB3OQ4mx9xUFVmpA0kUlx0bWnuoP2w6JO5SSjptewrGzIGpqBDsK2mWsN5RYWxMopkBodRHkHYprAMVMl9DW3gKSFiZEAkGRBkLLk38oM0sifl88oUSAxWiNomWI3Yr4A5L7nlS+ljB3LxydAFRmv8jlmDB/B1AglbtPZq4Ns27iBjHVB5hKEwnp5sHb4/bCxSItfUmV3K8LHEJcojLcfScydMqjvMm2RPDqP1oWK9I2yMGJ+0RoKjLIwxs7nm6JWHp3TKfEnntKklcvgGBnzKSUjXCiKK/mMJw+k9R8onvlzlEwgWSJFilYezi32oEoFTsF2Ctbu9jxeqXJ/SSl1Y7TabwRwNr7/LIDT4ns3A3h+7ALe+98D8HsAcMPbjnpJEaTjqwhOIXiCUntnrkbnksUuYZRa25Dk4PUg2ElKXB5oW8fAUueSNUM8+Bp0RFbHVjoADrKUkXy5AQFg1oGB5oM54JMFv+UmrORlqd+gICOM4tORYaFyXrDSW+TlAmaxjse2n7DlPtUJc4SKad6s6An+KRJQIgasBSxD96d7kcIn15UWQ+DYp6CoLpS8tEpLRZTRTYXSDbxpgwAMFIq/5LXvMb+HCnrJDaAtFoorFLm8rxH9G9/IELI4kTwMKkUsSwiXR/BRn+nWY263hIRkYTK6T4sQhONAn4C6UnGxoCTXVBt45Bgv+GYQMjRJatVDC7xfvh/alqAUolRK9lkIlCbsn7zKNipf8hIalWq5WPYAPEOO5NXK2I+OwVyCYQKFVhZVC+O67Q2XEdFITB9a67QRkL6hNU7MLC4TXEAyxLqT84eMy9XIBNyxk2BoqpShuuMaVMpiEtcN6RA6/znw/SNNlNYd8JoFVMfkMwD+LoB/Ev/99+L9/1cp9b8hBFRvB/DNV3KDdJBBcrVkNHlRinIpnGqvUhIQRdYDBzYo7jlSnQhKcBorFFa6acldi6wBcSKNLEVKVgdbgV6za7msGh9JWRqYzj+lYKVRDi92h3H/1s14evs6VMri5Mom3rJy11g0NwAAIABJREFUFutmhpPVZVDtayAEldZUi7ZwU53XaFU4uaeB5YltFtCuWCkoOsAgppsvwIyXydBz8klJjmRn7vb61cjrcVITX7tI9CKRSpukHL9lWHlQ8oLiWkA0pWSeSOENlkKVTSlVfzfM/tUIMcSIZTRVPhawG8PfHTO4mlgwLBhxySiiJEcgbXI2JkdR34FQcmRdd3yAx0R3uNSvJeMkbj5T1cMpzXqEPiMyA4tKdd4BYL2a8zW6yABci4mSWoWywb1LJzaFAmHIDMZqj8FUYG9UyH+NEDw9ppR6FsD/jKDUP62U+k0ATwP4NQDw3v9IKfVpAA8gnLv1D3ZjyuxVnFeYx4xQohHtJY07ZDqmkgPbrmEL3jrNiVASl6QoOin61IY80JKqKOpoqaTMTnpfshLOdxt4+OoNODHdxJnpeRw1V9mNXyZkeYf2BTdz5ms8uHMKc1fhzPQ8frh5M77w0J2on2kwuaSgPPBoDXx+3WN+3OLIqSu454bn8KHDj+KI2caanmOLT7LJWRIAGG9nl1gEKOUZoZLyqFW+6MeswaX9LJ8nlaCAf90VytJ24LXbOHjuQJT6lfcpxm+/5Qpk/IMyqhcpbWI/0ZxdZmRYYbUauHhIx+vzPGbxnASKP+UB1gDFSCGasCzOV0rKtQjGx493juGpraMAQimAY9Mt3L52Foer7XQNFz13WvMi+Ugrxxnsnasw9xUr7nRPwEYsnQggWgUOvMywpfcNHHoB3zivsSOYeEBIXpKvl8le2DK/vuCj/2LB9/8xgH+8651fgZBrZeKOKDm3qawtBgfXanhWzOHUHODF+SG8sHMY69Uct6+fxWGzw24eAGa9yAJi5MoBQzxeJqEkLrlCG4d4201wqV/FN751J8xM4Z4PPYKPHX0oXsszPGNGGAlji+il7jD+7YP3wDy5gvZUC3WlRnNZA3dt4vjRl+G8wrnNdcwvrGLyfA3/wFF8pz6KL919O37tp+7DRzceZJohJZWE+1PyTA0rMONlzBPJGJn5lIa9qO00NhKv3w0j18VrYHeFuyioKk9sGrtO4I3n7V9U9bGkEJJ00FlJATfyPQmf0HU6b9AiwANrqoURAe/dklYowCphGvZEIxRDuLEMxtIzH+NPURmAHI5b3IbwHVGJUayHMA5l8lqALS1j02GuTWNrLts1mMimaaLyHvN2p6oFMWLK4/VI+WuEDeCqneKbZ2/B1b86jsllQHcezx5R+OqZO/Cxn34AN69cwrqZYWanIWDqKphoADqfDEJKXjLKYYKcmCAP7RhWO03to/K+2vtQ0z5u+D0F8XWPStlwvJ4LpzEBYKr1MrlGMlQTvignsOS3GzjeBRln80kxkEqkJAJyfTJ2CsKgb9sGL+0cwv0/PgV9tsH2vQ1+7vpHMwWWpxGLKnZCqHa0jZhlrVvGzGiikYdBFMhqS+GWz87wXX0H7vjkWdy1EkISW4IdU8IkEu8mua7awjtuegGP/eDNuOlfK7zwfo07P/Y4fvnE97FhdjjBZdNO8eT8OL594RY8df8p3PDnDT7dvwe3vv8cbmvOhjo3GRc4ZPJSMLZUzg0c2pHFLWmJtUr19BcFrAjzlodvEDbNzwA6OxKvVNbDGt9DnFzWq5l5qtOd2EKLNh+ptDuvQ8BVjW8EoQyty99DviHRpjdVFq3XuOim+NH8ZnTe4J3TZ2Dg8Hh7AvdtncHXXrwVFy6t4/23PYm/f/Lz2FBtVNLDtpIil647MF5k7KH5KfzuYx/CnUfP4ReP/QBHYqbmUXMVwPh5vKFcdR/hDQPmgi8Q6zU6pJLTHQxvHrIeDX3O57P6it9zPiU1zV2NDbMTn0k6sk8e4RdiWRV7tdR/+LAG577OKMa1svgbp3+A+w6dxotbh7DTVdh68TBu+KLBF7q34xfe/z0cXtkBdA/nAjZuvMMkGjuSz050aCDpjDJfgsuMRIiI2mfgYhZq/tyMTwl1oYxxuC6VHoB+A5X8LYUzRNViN1GKE7s+W/BeDwbZxPdrZXF8ehX1pMd1323wg5UzOPO+C7hpcuk160N2AlPMPnt2dgQrLynUL1zBiW9P8Cd3vh033n4Za3qORvVM6ZIFl7jtAnOn+MFHjj2M7595E3AfMLuxxy+f+D5q1fNGdsRs4YjZwqn6ElZ1iyeak2iuAPpKjLYjr939yvuaK2XnFTqll0IKpJSAFAwtlVEerBx6C5mMsEuIJRI+d7yZUIGv8Ikf3Ft+PuMApMqs/bL/pRC//YhuseUr9mS2Yh0WC43ffexDePmRo5jeuolJ3eHis0ew9uMKh550OF4D3/3Vm2BPavZydqsKKdkzlN1LSu3F/ii+ePFOzL52DA9eOYZvvOVOqF7Bblj8zfd+Ez9/6Ad5n+K4zXyNI3p7wBQphQLzIScizKmg2KnQmNx4h9cJm2lKatLe4cftMfzfD70ffWfwUzc/h0vzVUxMj48ffwjHqispYa+gEnKFWNpeZeA9wlDH6k189PqH4Y5qXOzXcO7kBr784Ltx5AGP5+85hNPTi3ETCYHN0Mfhpta5Kp0bLALK8jXJaOluJMNWWuc0d3fz1pbJNafcKf2fdl4KjCySlIbtuGIcAKYmSUuv8wbbNuDMR5stnDl2EZf1GjYe1XjxnkOvqXIPbUhubOcNvvP8aRx7soef1lh7dgcXvn8dnrvlOtyx8mJ0TyNtEnnCCNWRYWsouslHzVWsHNuGq1ZQXTHYdCG79Wx3CN+9fBqVsrj78HO4aif4N996D45/0+DsexR+7v0/xOnmAm8EawsSpPYiMvuPPBxShBYKzYAF5KMnI6AbP37uqaw6WbJZAE4SjJLzzVuvMfMGD8xvxLn+EI5XV3CqvoTjejsxTFTAReGHFjy1/9HuOI6bK0DMWxiDzWTmcuc1/nL7DmzaKT68/iA2HdFSE1ziEFhM7zrxHD53cR1bZ9ew3SloqxCNVJx7N/Bbd3wTa6qN8wiRYbM89iCfR60s1/p5pr0ef/Xwm3HqMYvphR7XP+DRHqrwwgdMVgeF+wGDh2en8KbmPKye8ZGSi0SWrgCiRe4TDMO1WODQqMQCAxBZLoEBJuGkw2YHO1emOPaXNZ7pb8dk0+LpDxh86K8/HjjvAgqRsS1ipQVFntMo567GuklZv6ToAWDnhMfpv2jxvSduwbve9UxGEyYdM5EMvGjBczmGGMztvFlArRaMMEHjJkYMgKjY4/F8gpE3HO/diQrXhHL3GIdjSKjIffYaifnCqfeUzRontqQmhai6R11ZflArVYfzq8DkkseF2RrmG+mQ3DEpOadACpo60EPVzJiR1uUL7WH0DxxCc2WGp3/xKFbOeZz4jsWn3/Iu/L13fhXXVVsAhgXKxqSOmXidr1BVFrp1WH9K4Z8/8gFcPbeG9cdqHH7CwjYKD912O7p1j7VLCud+tsUv/tQP8ckjP8SGnnFBqLAoJKZe1IkXCkUqFvke1VaZouPsP+c1bJGwVFIQF0kJuQApCLkI6iEoxMXfPzA/gX/+7IfwxAvH4K3C+uEdfOz0o/jE4ftxW3UxUuxG7geFTV/je7M34f948KM4vLqDv3fmK/jAypMM/8jFFazT8H4LjT985t04990b8Nl334V/eOtf4Ex1IUKHuVK+Z+Np3PXuF3BD/TI27RT/6un34tL5k3jpVuDXP/JVvH/tUVB5Y1kXvxzPRRIC7xU2dIu7V36MX7n7e/iT6Ttw+HMrOPrQDs6+q8Lf/fnP4z2rTzLs2PpQL+mCXccfPPZefPKWh/CJQ/cvtdop8xhAqMniKyBSE8kDIiiGT3baRTlZKBwxW/jN93wFnzt9J5697xSayxWOvO08V250scbOy3YV267hY+pumlwSXH7NcQMJHVJSY60s5lEf2DUHM7PA5gSbdooNM8v0gYNiJo1kFxFpg4RokDpeX8MzhZupjpHjnkqXg9sDhDpavYpZ7MoydbZSFgYKLVR2UNGYXBPKHcirwGnvBxa7zFAtRVKQCFebRC45WxuUtKMsrApsma2+gW4BbT1TmYiZUvKXgeGiogBYraOV4nOHc1XPse0m2HYNvv7SGRz7gcOVN01x/KPP4/zVNaz+wRoOfXkFnz1xF37x5P1YjyULgtVI9VFE5TzhelJ26bTuoTxww1+9jNmTa7j5hS2orRlU18Nev4Fu5RAufLDDhz7yMN576Amcbi7wxA91OBxvjvm1UwkEmaknE4Yki6FWFmuqQxs3Ocm/5mQeP6QBSsUNJG/LwGcZpNKiIwUeUkPSthQ48VTfxOKI2cKvnfoOtk82+Prl2/CN+9+MP33oXvz7G+7Gz7/jR/jNY1/GhrDE6NpGAWuqx8nqMrrOYPOzJ/G/3vvz+N/v/SOcqS5lSpbvH2GhqbL45I0P4V88cQzP3H8Sf3bknfiNY19hy50kBNjXgmKFw+cv3YXnnzyGlXuu4B/e9Zf48NrD/F2Z0Vtaf9TvkvMOAB0U1lSHmTc4pOb41HXfwEfufQj/w+xT2Hgu2KXXVVuYqi5kJCtgGufDzNXY2gpVFsOpSnnNdqnQO2g+dSnMhZ5r6pCQZU8xHjmHQvmBZNDMXI1DZgbrNW5uLuI3Tn8VF0+t46qd4nB0bc53G3ipPYSzs3U8fP4E5g8fxurzCq4Ctt+9g0+9/du4ZXIBndMFLJPmLClOIBAo/IqFawwmFwxj2ue7dbSuwtF6C6u65Yq1xIuXyZFUfoACrpKXbr3mE5cmouAZeRfOKVQ6eR+yjpaFRqUtl/nVCDXkl5CbAFxDyp1kL9z1vZT4lcLlBkAuckg66KxBNfNoDylcN91emJFKQhgmLSDaOGiRUQ0L4uRTssWPd47h/IPHcPNVixc+DHzq+BOwxzX+7c+9D6c/2+H5L9+Mr39yCz973WPovMH15mqM+vtQdVCMSQrOxICLsXCVgt7cRjOtoHZaQCnYY4fw3McO4dgnnsNv3HQf3tycxQW7jnP9IZyqLnGS125ZbrJSnsH4GalhDDRmCJUda92ji9TQ7DkoHwKkRfmAheMtAqo5ULXg+7Evz/eH8dD8Rrxt8hw+uPI4tnyF9608joeuvx//30s/jYe++GZ86dF34covTfGPTv0ZVpVFJ9rSRQjkluoS/pu3fwW/++hfw8o31vBnb7kbf+fYV7Cm+lgbH0ARCK7h8CuHvoubP3oRf3LunThS76CFGbCHHm9P4Hy3Dg2Hb2/fhi9+7R3AdR3+wdu+hHtXnuBEpxQzGPaX8gAkLBY2GivKQoTvtPHZnKou4b13PoHHb7wTK+eAp+fX4/bmRbZEr7gp1vQcnzl3D5TyuH3lJQC7rzmCbagEh0xgor9nrokb7/I4j1Eel+0q2nhgzczXuNSv4emdo/jOizdj8+w6ps/VWH/GY/WcxYlti/rlTeitOXxt8EJ/FJfvWMUN9ZVYJdLEzVcz+0gaTcG6VlC1g5k73PDNDn/R3wuvAd0BrgHmt87x4bc+gpumlzl2A4hkpfhvVk8qWu8klRY0aR+LIvqEUpRoRciSTfBNmGMhSY2SNZfJNaHcPeR5goZru4/JWEGvZVIqdnoQm3aK81fXcNgCWzcBx5qtSGNcrEIIQzexZgspL4rS0/mlXEY00q4+/+PbcfQHCufuqfGuux/BLZML2HYTvO/9D+E7L78NJ7/R4kfdnbjyiSk+evwRdN4EDjyI4imCNHERs7Uwb7A6s4BS0H34zvzmI3j2Yw0+9PEf4AOHH8PLdhW/9/zP4ftP3wzXGvz6T38TH9l4cE/jt+mC9TZVHRfmKsfkvp1b8VJ3CEY5rOoWN9Qv40x9HhtFRUOACm+Feuy71XSh9PyxgOro95XDzBt8YfMufPrrP4N3v+MJ/E+n/xgbqsNUO0wnz+Ctp1/A37nzN3Dkj1fxzadvwdaNFf9WylR5WGXxgdVH8f/c/R6Yf3M9/vSBt+OXPvg9rFWXo1UWnwd5G8pzSYR3Tp/BPaefZs9Feh4dNDbdFBfbVXx7+zb8/g8/AHekx3977xdxz/THXDaZMikBiM0kSVnAjCiPGrICYjAyHm9P4KY6wBUfPPI4fnjyrTj+gw6feeyd+OA9j8B4hz88/z48dfUoam3x4MM347a3vIiT1WVs+SZh/0vHP3jQlIE640JaPWauyeZSSY+U195yE5zvNvDQ1g343ks34eqzh7D2Y4O15x2OnetxDB7OdHATha2TBrOjFVbONjjyRI2zP72ClU+exZ2rLzLLJ5XXBW8WU9UNoJpq0qPbmEBZj8mlQJE0c2DlosXkP/b46i+/A5/8+H04Pb0IKhQmFTuNQeiTyv4FkGXMUxIjwYJc610+X9qwffAP6d/WVdioZtB6+Zq4JpQ7MM7hlbXTSYgNUx5SUOLUtOC6uEjqaFlohBoRl7sVbD+3jkMKaM/McX1zNVyfg34pYYcSGaaqZ+ud6I+dN7CKFlI4kGBua5zv1jF3FX546RSmn9uA8sDqB8/jvdc9CSBY+e869DQmv9Djy+vvxI1f6/H8/E34dx9fwa+e/j6mdbKqUzmBFq1Ih+58hStXVnC8dVBtB31lBy/ffQwv/EKH//Kd34LzCv/nox/G5oNHsfqiwmQN2Lk1bZwUK8jx9VRO9bJbxRc278LDV27Az1z3FN6z+gSOmG0AYAX0RHc9/q8HfxbugQ3oeWB1uMajescV/P23fhnvnj4VMmklbDBWj4Uk/hkoZznGnEoMjHDX43tTZXHL5AKaCwb3ff/NeP7Gw7itvgggWLqPtydgX1hFt6pw+thlrKme6Yny2ltOo4kw3p1Hz+GR6no0T03x1L3HcNJcyTDwLGgPhQ4aR3TLfPnWaz7ej+ITAHB2ZwN/+aM70LxY42c/fj9O1xfxte3bcalbw4nmCm5rzuKm6vKgr2P9BhCwWW5HOoT9X537AL78pXfi0Nsu4H+56zO4ffIidu6co/6Kg75vA9+8/c144MpJPPrHt2PjaYf5YQX9oRn+q1Pf5ZLDBMsk3r/IgYgBwbDBaHx3+wy+felN2Oob9E7jriMvcaa08xTFTgybr27ejm+cO4OVqsOVdoIXXzyC6ZMTHH3I4djFDtcbi/awwtZJjYtvr6HfchU3HX0Zp1Y2cef6S+i8wVfP3YanLx7Gz535Pu5aewFaOWyYGS7b1QEaEGrwhyJ6tIE6rzGddoBv8PJtNe76Ww9io55hq5/ga9+5E3f8S4fJRYW5o0TKlDMDJP1FwVR5YhORONbNPFn6frwapKxFFeZsKlhWa8trZiwIXso1odyVwK2sKABEgVMqwkNCx3TVsbCQrMcBJIUvAxrhfNRwZNfcVXhq83pcd79GuwG86cYLmNChAq4KmWg+1S2nWhm17sLhFvGzmas56DJ3NWoAcxcU+45tcKWf4PlvnsKJlxye/bjHr9/0UGb9ruo57j30JFY+2uFPNu7GqS84dJ8+jn/2yQ/ib7/9W7hr+jxCzfVh4OSyXcP9WzeheWwF1YWXYI8fxovvP4TZz27iE2cew+eevgPdDw/j0BNAfZNC98Er+NibHsU71p7FqfpSTAipRO2atKlZhBolM1/j0c3jeOQv3owH1m7DpU+u4m8c+Q4MPLYQNpnT9QX82u3fxXePn8bFnVW8cO4wDn9tislDG/iDv/0+vPWtz6P2NmPKlPg6sJhznuHaS0SyaW5vXkR7Q4/J8zUeb0/gVPUyoCwuuyn+6RMfwdozGlc+so3fvuVL0cUevxdd88R0Ew+uKEwuAU/Oj+N9K08UZ6gm1g9dh9g/beR9h/eTAXK2PYSp6dG8VGPtWeAvn3gzvnj5Lhx6tEK17dGvKGz+9Az/473/Ee9beTwbj5RYlhMPpKKXRe02+wmu/6HH1rljeODWm/DO6bN4x63P4dKxN+HQUw7/7vGfgv/eYZy8bw4zs9g+sYqff+sDONOcy2oNLcz+FF6lhsNnX7gLm5+5EWbu4Q3w1elN+A9vsfivP/wl3NxcBNV0b+Ma+t6lm3H26zdi5RzQvOxxY+fRrXpcuUVj9u4G/vQO3nbTs/jAxku4ZXKRy19vuwmzV244dQX2VKgbRUFP5p0LJSpje3LctHLwPmR2KxdYK6enl3C+W0d1VaM93GD+ri3cMLmSY+qgsrwiy7t4Dlr5gLdnZISEwcvnmNEjfSpAtmObLIi7Y+tdPd9rQrkDwS1xPiSYyFOSgAV4nwJTjxZJCABRbZfAe5/oFnNX4ZGnb8Ctj7d44YMT3L1xAXP//1P3nkGSpOed3+9901SW66r2vqfHe7NjdnZnHRa7wAKEIwxJkAAp3pFBSiQ/SB8kxV0oFHEhRhwVOulCJk7SBSmS4PHAI0EAhCPsYr2d2R3vp6ene3ram+rqspn5vvqQprJ6Znd5CkmxfCImprvLZWW++byP+T//v0kmVM5xlYkSEezQiOW3GiF+PBLGjtIspQO1l4ayuFXtpeGb9DllXr+9jb5zmtJWg4P7Jxi0SzHuOBq+yMsax/O3yT7S4AcD+7B+VKD3uw7//u6T7Dxxh0/1X2DALBGp1ygtWVNpvj13hKuXRulYgbWjvSwfEGw9dYe6Z/HTVw+Tm5TIPCw/W+NL+9/lsdz1mAI4chBBE9SLJ1Rb1MoBPCsjGnyx/x3+290jDH7b5hvdx9n5+DznN0ZZ91L8Wu+bFGWVT+bP8/H8BeraYnJLL380+3myb7Sm7JKlg+RA0mZLRvKbnb1M/D264slVEZVEXARFo4qVb5BetHh9bTuPpW9yz8/zfy08zvK5PtTxKp/efZEzla3cafbwVPYqeeFihR/nRtOBQuGiGE6t0uiE/KTm3OowX+nc1NQU7cfRlmlsXpNo1pXDbKPAMz1XubGnh/TZHJ1/bNDoEpTGYX0bdF3SpH9s8+qOHZxITxBQZyTFNlpOKgICRFmBI7xQASsg6jpRnORa725yM4rrlQEOO1McKszw/aFt9Fys4f6wg/y0i1n1WNuZQX90lacLV+KyWjAx2n4Pbnb0QZkiRVMbnOyd5FuninQVN3BMj8VXBxl8WfDGwa18uq/MGhkiagFb+Pzi4Fku/cIid6tF1hsOObvBeHaFodQa/VaJJB22GxLkRfd9S7MhIDULHHvgEJshf0w7yi3keEr4jbb+lSFQYa2kriwmN7rpvALL+1M8vOVW20YW3cdJdaYoYLGkj6uMQFxD+HjItmOOfFz0c0s/Vm6CW2q8MAswwwlZlIkdai2/n30onHvQJlCxrF6EmIl32QTkJ7nzKl+8L2dykizfCnGorja4VyuQv5hC2S718QZpw6Xkpbnd7Kbq2TiGx87sQgAJc7O42qDHKuOHUKi5RgEpFB1mnYJZjR3/2dIId8tF9nfNcWF1iNwrGdyMxnt0nYc7J8OykCDimo4WN/gcykzTtaPCu32jvP3WLgZe16ycH+NfnRrho0cv81TxKo50OV8d5ft39lO+20F2uMy2Q4vcKXXSnC0w8eYY6TmB0a9JP7fAF4YvsyUVcdioGL3jJwaiHkT5Gt0cWdlAscHhsbssqm30vWzyL/kUomqQ21Liq70tlENQ55VcrQ2SuyNY3Wnw5bHzFGUNR/jUtdEWtfuJqCcyN9xY7PuQ/oEl0Sz+pnXta0FGatwIteQbZOZ9zi8Msj6Q4sWNPbx8dg/S0eALvv+TExRuQbVfcPXTg/xe//M4uolLkoUyqPtvsxep9/n0ntXcuNfHypYMvUYlRErcH3hYYf2bBwxm+Qh+VDrI3UqRT3ad56HBGa7l95IqCWae1fynj/2ESxuDXJg6AEIwmlmN131dWSz7OabdLopGlW12SMaqiRuFSUdmiUAke3dqlsqwonBbcW5piK/0+OxyZvmrcU3vu4rucxt4OZvKSJqNz5T57/Z9n25jo3VdkoR9oW2uk5eVQ13ZdBsbPJK7xf5jMzjCZV2l+V8qTyMu5bh0e4hP952P16EjXJSQjMpltncu4HeKmG4gml+Jvs+i18Hf3D2GEJpPDFym3yrF7I8RgCFSd4pYIh8EzqiqFBnZwBCKsnLiTNpAY5s+yo6am4HTNqXP8mFN154lUtLjjaWt7OxYZNQJSn1RP0+GFAFRDT1a142wHxcJBW2+35JOPRLjiPhnIiSOh5HIDlQsUPT/N5/7/zMTrXHhpChDnHImJ1V1a7wf7p8CixodUZc6ejxSYq8qmysL/XTf8mh2GBi2x8sz2yivZQDIF6ts7VwJ0C5eAGEcya9xvNikqmzOro1w7c1xrLLAOr7Kr20/DcCqm2FqvZNOp0bNt5h+e5iBex7Tn4CPj91ioZnnu+cOgyvpGl7jscHbHM5O44sWV8XW1AL93SUOPTPDt3cdYuP1XgZehjNXD/HW02N8busF/vb6EZprKYZ2LNLp1Hj32ji56xbb3mlglcrMPtbBLzz3NqfyNzDQ5GUtjnoiiyZTkzdEQNnbUnMKxvWD5VFxUwilKV6vUB3IUT1Uw/MMXq3s4uP5CwFLXniefzS1h9yyonyqwfHM7fvw4MHnizjSjASufVpImuTzI2cerIcwWtetqD25vBs6cvIuWgfVtWo1xQ9Lh/jmjcNYawbCh/wFh/SKwqgrqv0WeaseNmNlTMkbNLGD3sK4tYTZWwPtwGKKdeXQZSSHoVqZhiM0vg4mUaNyTQT9dLVkTTk8f3cXgx3r9BlljhcmeXdgH9K1OHHgOnudGf7tucfpX1bMPqU4lJkOatlakJENrjcHeGl5J3dKnQzmyzzXe5nD6TtkhEs9qsMKRTPcKC3h0yHrpLevo1/Ls3QrQJK42gxKEJ5Cm5JmwWTpkODXd52OHXsLx926xzYLZEe/n6tu4WtXH+bo8F2+0v86kb5pUxvs65tjxthJ7kqK8gmHoq6SkY1Ypamugu08SW8dOXaDltjO7NuDdF7WfOfXDX5p9J0gsxCSeqTKJiIW05CsSxtE4jkAFi6GVG1cShHe3UdQSNWpGgK73CqT7MotkH+swZWVft765iG6rnj89MQoD3/sEoOwQSGTAAAgAElEQVTOevyZhlCxfGZDmWSMZlxSiTL8aHLcQGFJHUO2PRXMg0REYg0V6KdGloRBRggaBDTCWv572YfCuWvdahAkuSHaxGQT9iDt0Sgdqio7LqVAq/5eVTY132KpkUNdKJC7voRKW4hv53CWJR0Fk5nPuzw1cpNuKxgoulgaYuP1Xt4d7qT7aJXJjS5mnh+la0qTXnaZNzq5M9xN3qxzqTRIxnLpz6zzytt7GX3NZ2W3ybH919nirHCxPETqrk3vWZ9aTzc/eDrDwIF1eqxyPCEaoWCG7FV+d9vLXB0c5Ds3DjL4tRTcyPLtw08gUyC6fRbO9lO9K+hfVeTu1THXG8iai1XR5IxGfINGiICKSlPXVtwsdYQb8nm35vAiRExZOUihmHa7+enqPm6dHWHbQo3qYJqOj84xmqpz75vj/GXjYR47eR0j7Nq/Wd2O+04npa3w5f2nycgGZWXHafCyNnAxYhRFVjbYYq7ihI4V7qcVUMT9t7a/bbaoWRmtD+VKjKbCuJXmbyceIzMrMBoaownr2wS1fgMtDY5/6iK/1PkWFopFleGHpUMM2iWeyFzH0YFbc4RPV0cVL53GrAjKKn3f51e0SVZ43PPSXG0OcqU2RM23eLZwiZ3WEi4BP81Es4+1xRxbiqsUZY1Ra4VmR0CBUGqk+dbyMXJvp9FCgaX46eo+ij0VumUFKRRHnDuMDS3zs9w+/u76Qa7c/Sh7R+b4dN95dqbmYtFqR/htZZyHB6c423OQnnfg7x85yEy1SOEayIZHvSvHyh6D3U9M8HDmViz6HUF5g3ssQu20ZBbbpeoE4nKeKy/u5X//JYffHn4ZNHSbG+zNz3FtaDfOkmam0ck2e7FtRD9Jx6to14WNuGx6zTJeWpObaXL7ah/GqOZus4uqsskbdQpGLZ7QjpxkUpHJp8XR5COwUORlPUbwAKRNl7ItkJ5m3XVwlcFUrYtXz+9iy99pOmfX0JYBOk/ObMYBZoRn92kNSEFQL4+GrZIMsZH+RKysJAS+Jq5aRI7dTzh6VxktArGwn5My7kevJe3D4dwTDSIL/z7nnbT7yghhjd4PT24tFML2taSsgm79nWoXN5Z7WZ/Nk500GTzTACHYGM9h1jSpu2tAkUyuwYC9Hsrc2dT9gOejeFPyM/8A6RkDqWDxmSadr9k4i3B5dYByw6ZaT3F4aIbXb2+j/3XBxqCk8OwcT3UFhGSHO+5S/IUa75wYQfuSR7oDelFHNBO15qhbLsgbdXam5/n0DsGP9z3C6LfnGJuyaPZlqQza1LsE9W7YGBUsHUmBtBn+uSK9rJio9HA8m8bXkntuJ7fqvZxdHmFmqYhXNcl1V/mNnW9yKnMjjrwi7HFF20y6Pby4tpsXzu6l+4zB+M0GRqXJ6q4svzt6hp8t7SE7r6jcdVg7kaFD1mli8PWJ4+SmNc3PrbHDmedPF55gstzFej3F6koOXTMRrsCoSnxHQ2eTz+8/yz/tfvWB8NaWQ9Gbr/p9FkMNhWbByyFLFlapzujPfLQh0AJK221Wf6HCUNc6Uzf6OXDgDn8w8DPy4Xefdrv5+puPkO6pcvjoHTJ4MbRxIFtmzu7BLgkWvTzKDuT/os92teSbG4f568ljLN/pxFoJjvj74wf46qG3+FTHWSBoyIqqwXhumYz0KBqVYDKyIbgx08etxRHGrjQxyy7ON2zemDrI8BfW+GzhnbA/Iuk1ynyl8w0eOXqLP5l5nGtvjXM5PcaXH3+dTxXOUtcmPi1xZl8Lnipe5YU9Bxh6WfP8z49glQX9d4Mek2wq7EdW+E8GX8MWfgAVfCBH5AOuTzjVejxzm/9weI3sv8tz6/mtzHz5IuP2Io5w6TE3qPdoOq95nFsZ5mOFi/i6FakHvOUJ2KtuR4kArPkZZFMgGz5mOVgXry1t486ro7g5zY7Dd/ni0Ds0lEVjU509qYQWsTBGKLwIAQdgG8H8Qmrdp+ZZvLa4jZUfDrHtXING0WTyc0Ua2+s8vvMiO9ILcSAJraA0IggMPstMlF0EyIBe2CNBi4DR1r+IGrBW6MgBzAR5WEp6pAhmOswPmGT/kDj3MIX6wDGViGelnS8mPnkEjdmVZpazqyNMznfDVJrclCC36NO76GItrSOaLgtP9VHrFQy82QClqPVaDBfmw2GLoNu+JbfC3ZEtjH17AWelyNo2iftciZ0d65SqI6RKPrNvDuI7MHrkHteW+si8laEyCNbTS3xm+AIp6WILjyU3T7+9zudHzwFBxDJR60UKzcHMdFgrDKZObYKMo0PW2J2Z48en1lhY60eGUafes8HegXnOnx+ncNWg9lSZQ0P3mD6zE7usuFcp8HfLD3F2fpjSVIH0rBHwY+U1pgnm2SJ/3HyMg8fuxhqtM14nr67v5OLKINOTPRQvWHS5mvIYuFmHvtOKRrdm1F6m5lmgNXZJMu8W6TY2uNEYoPZON32LHpUznfzR+S+SnYH0kqJjw8fuNlndI2gMeOiuJnrdQqxZrLhZ3ouSoF1x6f2bR1GN3tWSabcbe1UGuP+mT20wTaNgsPKwy0fHJ5god/PwkRv83uDzFGWTiDFy3i2QvW1SEWnKyqFXVrFE4LgzZhOhwdrQlLyghJeEOZ6pj/Pn1x+hXrMZ2bHA7uICM9UCd34yztc2HmPsI8sccaZ4e2ULRlWyMz0fknuZaEdhl6HrxRSZJR97pQ6+JuUphLYYsYP6bjCBa8blilFrmf989Cd8Pf0Ib/zwIH/z48eoPmvzhc7TOHi4CCwCh7HLnucXn3qLH889wtiPG2hDYFY8EEGKv7VzmaIRZAdOQi3pvSxCvCBUXPb7+NhVXuw8SfGm4vW17Qz3rmLhkzdquAWFVfW4vdhJeSwd92oc2Yw3khaFd1LzNShDrHpZ7JJAaI2fDthOH+m5zfWhAUa/J1m8McpPv1LjkeLtcD2I2FEG566FcHOky4YKqEYs4UPk3KVPoyhwVjVrNQfb9KkOKSZ2GnSNrPJk/zQ5o0GnFcCBY+KysLTYUCaWGXxm1Q8GsEwZoP0i7islRJu/ggeXn6PyjiE0tvRiBaeGCrLgtNFsK908yD4Uzj0ZpwfiwoFKSYSYSaZZfogAiEjCKl6KhUaO6XKRUiVNbSlD+q5JfkoztOIjfI9qn0lpm0FlwGDg9SaNgSyrT9YxbZ/qZAZ7PsXqXsnB/DJALLvXYdapDSjwfZQlKD1e55Mjt/jRjb1su1nFWCrT4/Rx75M+y5UMvNyJEOA8s8gvjp6nYFRRWrCmMvzFxZNksnUG82VuL3bhz2VIz0m0hNef3MpXx97EMdy4ux9JjzmiyVd3vM3073Sx7qUoWjUurQ1yaWaQvjcFxavrTPbnuWb30VnyET5MXxhgdWoIoUCOafwjZY6PTDOeWWa+0cE7f3IIeTnHzKFORq1l/njuSU6/u4PCNQNnWdGTFqzt1mw/McWX+67yb958mq6rFn46oloVWBsKs2rw+to2fubt4dylLYyd8UjP1xh8zaa0zaY8DkJJnBWXhePw+x//EfucmbihVtdWSDcbmC3aWbrfi0fmQWaIYLJ00c/yp3dOkZvSeBmLtZ02lWc2aM5nKJ6xeaF0gBMnr/NP+1+mV1Yx0KyFafQrK9vJzGsq2yAv69hC4QgoC40pfYQC3xEUzCoZ6bWw61owbK3wB3teYMAqMWSu4gifaa/IH2z9dTouW1x4eIRxe5FbCz14HT4DZgkISmEi5SM9Sc/ZdVAg/GAoDVeTWoZZtwhpYvhvAFUNYZrGBr/S8xYv79pOz/cdvjNwiI89dpGs0SQblmgMNHUMdmfm+E6Xxqj7CD+IbLUhMMtNptc7cYfMNsrpdvoAPxZN93XAqd4OgYRxZ5m/HxQMvdzg1WvbyZoNLKFYaOTQjkKZEvNGisXDHXSZG4FgjEqRlY22uZUIFZOkFXllcTudN3yqg2m2PjRDl7mBJXx+9dhbfGPhMYZf8jjz1k52fXSBQXutbVLcES5VbQfDU0ZrSh3C+rfwcVUgaB0wEmiUkjwzeIVG/wRSaDKymQBnBNDQqp8OXxvwW729tIWhXIkd2cVYyjMSGcoYTSK1pUBpSSbQMgG9wIPgja4yYjbSZsgaWfMtUtJjw/tHUHMXJJjRNt3LSVUjCBZ41bdjZ//C9A6Mlwvk7vr0VRRGw8fLwPqoycoBA0ZqDPcsYivJ+o8HAFg4luLEtqtMl4u4VpbaljzuripDqVJcpojhlwK0k6Laa7J35G6QDl3PYM5Oo4o5lg9KMoUN9Gud2GXNxjMVfmX0fIjMCU7vZL0H61oae9ZhSRbJSfBtgdHUdF1tMNXRT2k4Ew8IRbwxAEgYsVfY7cxSVxZzXoGf3N5D/qU0uZkGcq1C8VqOha4O+lfquB0WKqXZ2Kro3rnMV0Yus9e5F9YiPb7fPEyqpHFzgrq2KKs0l+YHsEqS0l6f9Y4mu0fm+f3B04xbSyz4eUTVoJmHzPAGtvCZXi4ytu7SfVFxtb4H6UKnDYtHBI2uLLK/zuPbLrLayDCxsp3SeIqdR6Z4PHstHhryjUr8XSPbXHqJUCdRU9V9Hz9f10Ez0xIeRafG5SOa5YdM9hy8wxcH3uEPVz5L95U6bofDY8VbDJhlytrintvJtfogfzt1hI3XeumfbbI+Z3O1MUR3+hapEC5atGooA3w7cMi+FqEghwcC9lhL7LSWiTRRq8pkwFhnYGSF5uk+Ti+OMZxaxZ/OQFdYjomcRcpDmSlk3UOLMDrNWqi0SXpFcbvajcpL8kaDppZUwz5KpH412exBLTq4WUF39wZ5WY9hkZbwKSuHGa+TP3r7EwyeUcimj5e1WN7vkLvnk71bZXU9Q11bZGhghEiT5FYb0UtEw3MBi2n7kFnBqOBlNUbdY+xvHd594QhWVaENwYAAs1yn57zJ2x/fwnNdl+IGY6Al7Mdw5XrIv15XVoAmE5KJmwPsnG0w82SGL/VMkDfq1JXFuLNE79F5mu/20v8mvH14C58cKKNoQQqTJZPkVGqwxgJ0mCXCun8DrLU6a0s53LHgbxnZxBI+q16Gmm9zoxlkbsPpNTJG8Njbq1tY+9EgG7UBrn+yl2dGrrdxzlR9m4zRZMNLxSWhmm/H9BI114rRMIbQYfAasMFWvBRKC9KGi6slG16Kuv+PZIgpYltLSbcVuYeWJLj3lCQlvbieteamqU7n6VtUlLYbVIdBZzTpQpUdvUvszC1gSsWam+bH7x5g/LLLyv48xqOrmEIxd6WPbZN15o+l2TU408YJoRBcK/fTdV4gqwHe15YeF1cGKV5TIASlvQUagx65NwpYZU3pqTq/vuc0XeYGGdmgroOa3HBqlfTxZVbXM9gpjy3dK5hScf2NcYq3JG6314ZtbZ2XgJzJFn5cKhq1VvjNPW/wYs9OJp8fZ+wHGUrbJVp6GOUG2pQ4szZCw2qzh58au5GDmpPZW9S1xfnlIZySz8q+QIUpL2v88o53MXYqRuwVikaVoqzGDkJ5BewVAzej2da9TEWlaC5kkI0KqUqTohRMf9Ti4KmbPNNzlVErICabdrv5wxc+y8A9xdyTiv9y5JU2ZSJo52uPnOLmSD3AE2vKyggEM97DAmerGTKq/OGWbzM53B0/9n9MP4UzZ+LmAgbQFS/LtFfkhfW9fOvKEazraZxl6L/RJLVUo3DT4kx5C0+kb1JSAS/MgL2OlxEIP+JK0Rj4ATZet6gFrJCnJiV8GtqgO11lzoP5lQ5+YBwgPykRu8pkRTPEOitMM+gLoDXaMdEKFo/m2BiH/G1YbwYN3ChTMMLPq2uT641+/od3Pk73OcHSSY9/tv0VsqKJI/x4eGrBz/MvL32CwhsOdtlFWRIvY7B2xEUbFtkphV9xaIbT2ElFpHgthjXypMNPOkmFJCubeGmNFoLUapNmh8PaDgPpQv+ZOkhBdrrKK9d2cvLh2+RlrcVvFAYfYBLzz8hgjVyrDVK4ZNLs0LiHNxizl8NoNighdTo1li1BbrrBzdleGn1WPFgILede8jNtvwNsaIeUdANedmXgZcINdz6YYldasuZmsKTP5EYX18+M0X1O4GbhrSfqHN0yhackluFTGVNs+YHH8s+7eeGZnaRMD8vwg+EooVmvp3AsDyuc6al7JrbhYxk+dc/E8w1ExO3umvghoMQ2PWoNG8vyMKWi6ZnU6xabgSab7UPh3CNrJHCtCNmmLZrEs7ohZtoSCjqbzD9hsH/3HYYza3FtKuqar3kZ3lkYZfDnBvZKhemPZTnas8DZuWGGX1B4jkH1eJWiXeNeo8hAqoSvJRt+iuvzvWy5XAHfx80IPG0wd6WPXRfWUB0ZKoOS3DWJs6xZerLJL+97N6QjNVnxrXjHLxg1fmfHK7jajIedfja/m/wErG23OLH3OhnZzqcTQcOiKD4YmmriapMdqXkmsj0szmwBBV5WY68YYAgWjqfZ9fFb1DyLG1eGWXtpgH/X0c8Lx3aytzjPyuk+hpWLt6NGr7lOh6zzeO4aeVmPMcBRWl7XAa7aKoObFezOz3O+NkrxokTZBm63w8awxeMfuchv970Yv+ZyfYT/+dzT9LxlsLIffvPUK4xbS/gIUpuivciSxFpRrf1Cc5C7zW6OpicZMsvvu3YitEyEPd9nz3PPy/OXS49ybWKQgZPzrC/1k7vn87ULJ/lz/xHsOykMA9xdNZTp46xkQGRYOqZ5snAdQ2jyQrHkW/RYZZp5gVmF6XoX9WyAhV/TwabTgnm2f6ex7CpzYhw5kWZq3qHgaQ73RZlUIGpeXU0jmwptGfhpi/VtaezPLnK8sMy50l7mqzmaGJS1ha0DHvyKCiiJ/9Ubz9H/M5P1bYJPHT3Pdns+pgJoIlnxc/xPNz9G5jsdZGebGI1QAank0vdSGi11WAIKKGl92c6iGFwrFTf0onJMQDltxJF2BK3F1KiUweJhh77PTnOyOEvJTfNa4QBdl22Kl9bIXMlzZf8Q29KLiUlaEU+VbvgOEo0jXebdDr519TBDEy6LRyx29M9wtTZIQ7UGlNYbTsADU3PRpSxnSmN02lXKroOnJaYIMpx114mZFpM175zVwJYeM5VCLLaWnRGcXx6ikKpTbqaYu9JH91nBjktlZLlObbzI6hGLDTcVUw2obEDiB5AyPbJWk7Tpxj4tawWlGcdw45JM3mzEDJQBpW9IthZG5tFwZ9M3sQ0PUwRl0ais05pdvt8+FM7dVQZT1U4gFML2zbapVFO2RodN4VP3rfhvVsqjWTVZbzg4RjZ+DwjEZCuuzfJSniFPI5s+vafhbHMXxWuQu7nCwqNdSOHy+tXtyHWTvj2LbOlYxVOSRsUG1QSlkZ7m2lwffW+DXF1HF/MUJjw8RzL3hGb/1nvUfIt5OoKJVjSrZJFo8kYQBZe8DFfL/bxzdjudFyWpdc3CZxoc6php67xDqCYT3kgR4iGCelVUijsbXeTuefg5G7Mi6L4U3CTruwNFpm5zg2t9g7y4tJMbb21h4+tDvJEaYuR6k5XdKT6x6wxFWWVdOfHNmmykBarzLktuHrMOXjY4/1+/coyRCZeVfRmWj/tk7ghOz46yPbMPS/j8dGEPk2dGKNyClYOaTz7xLp8OkSJRNBk0EoNI3Qpr+G0se2Ek/2czj3H7hXHSx5b5Xw98nXzY/Ew2X6OmpiGCpmhVCzLSY03ZfHftCC/e3k6uu8pgdp1Jv4/0fIPBb6UobTPwHi7zq7vOAPC1nz+JdDVTzxn81kd/zk57DoBquJaKRgUvA9k5xUy9iKsljvRxNVSV2ZqmTmQjdW2Qlk2ED0OvePgpwcpek325e/FzlJZIx6felcLaSFHrT7H08Tr/fOsrTDW7OSv3Mnenm+lt3YxbiygkC77DT9YP8M0XTjJwGupdkh3PTvDx4oWAGkLbrCuHurb47spDVJ7vo/duA6OhqA7Y2GWD1HwVL5Om1isoTFrkb5qcOzlGyVkmJV0uVobps8sUjFos25iRjbh5WlbpsOlnxU3KFS+LWZJIV9HogpThcXZ5hAOds9gHSrhTBbRtYpc0U9VOOswaG36KDrMeDO2E8ytrXgaJJms2uLA2hHU+y9p2KD41x/7CbIAYkUHA0zbS75iIQpOCVWcgtc5ASBXQxpOeeH7wnYJaekY2KVo1fpofRvgao6HZ07nAciPL7I1etn7PxZ6vICs1VDbN3KM2Jw5cYyhdwhI+KelxM9eLNlKs73V5onuGrNmInfCDEDFKC1LSiwWzo55KQ1nUpBWLYFe8FDWh6HPKKC0oew6ueP9mKnxInHvMdawFdS/s0kcC5FqEGE+FIRVStvM4FHI1Flcd5tfy9KSD5pxjePFFzKSbyBHNzC8XWLxWYPB1jx1/UUJUAl7owu0cPJ8J8OHTDUrb+3jzyU52bZljaHCV25/vp//tDNUhgZQas67RuQxeh0N51GTtoMuOHXN0WHXKnhMSC6Xi2r0p/Rj3em29n+s/3c6On1VodKeY/rjg1NbbLDTzrIogZYygU7lQWT0pwaV0wPlc9hxunhljVLtUhlJ0X/LpOL+I3xlsbrNukRU/S11ZDKbXuTlWJf16itz1NbQp8Y4G+OWrjaE2dFCyATVgrbHmZ7mwPkRqVWHUBX/97nF6XrGw1itUhm227ZhjwujHOVfkTyc/gjY0VlkiNaw9Ueczey9wInebaa8LR7gx/aofDkwFjlrFtAhRPTSKBlfraQq3FGW3m78fO8zjuevtjby20e8W1exio4MX13YzWe5i18AiV+/1c+WnOxm5UMVLG8w9Itlz4jbP9V5mtlngr84fp/u8YPGY4BeffJMtqSXmvAJ1o0ok9DDvFgGwKooLc4Nc6B5hwCy116CFir+TS/A919zgulrrTUTGpDYg6TIqTLo9cUb2hX1n+duVhxHKYemI4DN7LxDphTZ6FR1XTf7PrU/yicHL3Kj28dLNHaQvpBm57LHwkMnYU1N8rOcKZZVmzc8QaYuW/AyvTm8lv6Cpd1us7pU0i4rhnwuUY7JywiXV0aB5Nk1uRnFjo48+u8y828EPrh3AmHRwRxoc2TrNyc7JcOLVotdcj+8/ZbTYEFPSDaJ+pdGGZjC9zs/OH2C6sxPnSpruc2VE0yM/4+MpyZ70vUCWT0QCH9GtH1BtzLpFrtwews5otn/iNp/uOx8KurccW1ObrFbTdNU12pQUCxtsTQeCHpvhlMH91KLdjbKPCEbbZ5epjblUxnMg4K2ZMawXC+w4U0VLwfq+IoVLmup4B8WT8wylS/EmU/Mt9FQGz1Hk+8qxkHXSckYjph0AqCkrhm5bwqem7BjGmU5E90D8fkGAqz6QERI+JM7dMVx25BcBQufYkrNKkv5EjYgkJ8N4dpmp3DqXZ/uZXOtiX888w+m1xC5osiWzwlhulZeaO6jecsjcEVT2D1AatxBKk1lUpJeaWAtleu+ukJ3t5fZHRhk4OsfTz5xl8uFuDjtVClaNV7+6jbvLnci0x8mtV9idm49HkCMZrpgtMkw1g+9lMVUq0nXZx+2wmfqs5kvH3mbQLlEwqnGpyRZejBaIkAORRTX8P556jN53NNU+C+lp0vMNMA1k0wdLUfYdFpp5pipdnLs+RvebJla5ycpDXWET1+P5vzvGtaf7+OLgO3Ejd12lOb8xwmI9x2f7zmEJnxPFO7xzcjtDL2m2/4VCNmvUex2KNxSlmWG6gVovqLzHY/tusi83S49VpmhUMNBkZQNHuDGnjSECoXNb+zEpVcSNUkfTDJ2+IRSP90/ww4F+fEfTb61TlNUYBhhHvYkbOCI7+8HSQU6/uwNnsEJtOU3/SwbpZRehNOUxm09/9G0+UbjA6epWvv7mIxQvmiyd8PhnH/ke+1N3Y+yzE043ujroiWgDEEEVIyMbWMKjS9Zj55HkfKloGwPFWHqF00WBNiTVfovRfXOM24sUZS12UidyE3yr5zCrezI88fR5PlN8l6xosj91l40nUny/foLGG4P8WWqAzD3B0F2fWqdm6vOK3zj2Ip/Mn7/vvESbzu/vc/lu1yE67DrP5Wf5s3cexdqAlX0ZPnPkNCvNLNe795JZ9Fio5HhoeBJHuow8tMK/zT9O87VuJk7v5N19Wzm87w6f6TtHn1GmKVviHcHaDOQalR0MZBkNwd7sLFd29dP8q34Kt2pURzI4y01SSw0mFrtxht14QjqmDgjPZbe5QVWleHT3LXoObXAgO0MxbMLXQ/4YR7o42mVjNUN/2aPebbG9c5mM0Ygx+K3BNhkOL/lx3yAqAUXY9Ixs8rnj7/Kd1GEGfyDJ/EUWZ75Cddhh5lmNvSjouG6wtsPk4a658H0DJaWLa0P0nNM0OiQ7ugKqAke6uAQlm4js0NUGSkXMjhamjCTpW0R6UmhSMijh1PzgOagggo9oDB60eWy2D4VzDzb74IRHO2E0uhulK6ZUpGiNEkc1wE6zSirvIYXi7O1RXlvdxtjgCls7lkkbLhuezVS5izsTfQy+IMlN15j9SDeVJzY4MjJB1myyWM8xv5Fn6V4nmdsWhQnFyM9d5tcHWf3UOs/2X4kX8ZYdK7AjgEvGyk20pO8iZ25BSBPs4iOZbRapne6me77K5KfTfOHomxzJTuFr0cbzHFmHCEmbaKm8G1rz6vpO/Be7cFZdysMmdkUz92iGwVc1xnqD4rs231h/BOkK0nOC7pLGTwtu/6LJUycuUfMtzry6m/43fZbWRnnl18p8te91irJKMzynl40hbjd64xvN7K3TzGYwGiZzjxj0H5+j16lxaXqQjtfS9J53qd6zeNXdxdEnpngsfQuJpqRS5GXQ3KtoM65NJ+vq0EqVMyFRVYQgGLRL1AYVXXuWOZy+Q1eofRmd8yQUERFw03xj5QTnXtxF71VoFDvIVDWNgqA8Jul7R6NlEBm+WdnO186fJD1jop5d5b/Z/XNOpSfi9zOkm1CgV+yy5/AyOqjtSsUee56s8KhrI65RJzndHR3wf+xNz2faRfAAACAASURBVFDe6pOdTVEek3x24AoDxkZQWgoRUdutRf6rh37MjT39fKb4Lt0hH09Fm3y58012fnaev5g8yfy9IhuWSemg4sTem/yLgVcZN1fD8pampCwywgsmHhG42uOJzA1ObJ1gzc/wtYXHKJ5O0ezwUZ9b4bniBd6qbOdC5z7ydxXrVQcVBlN7UrP80b5v8sLoXr5x7Qgdb+a4e3obf/joKP/i8W8zbi/FcEOlJRnZYKGZx6gHJyPqfa/XUxTXfISn8C2BmzNx5qp4U3mqh1JBQzE8DxFKzdcB/UCXucEXe88Q0Wy7oXhHVjbC5q/Jmp/BXLIwS+tU9jnsyC7GZZiGsloUCWhkPCwZZNVKS751+xAdToPxjhWur/ayeqGH4TcV6fkalZE0t34pzeC+BZ4oLHHhLw+A1mxsUXTZlUDiL5T2u73Yxdhsk3unHHqdjXaWxzA+izLj5GRrFKzWfAtfizYti5hzJgR4uCralGQMFX8/+1A4dyBmS4wsOYmaNlqQJokfO/yIiMoSPjvzi6hxyfk7w8y9Mci8N4TvaMyawFnUjCwoGnnB7c+lGT82zUeLM+TCmtZ4ehnVKfBHJGsPZbi0NsDkbDdC1DCFilkipVBY8v6R30gUILKk9ByALTzyRp3GjjoTXQ4nTlzjcHaKiKx/c9oYlSkC1E6rsbri5fjRtb1sf6OCsd7AT3Vw92OC3Mgq+g0HtyfD2mGX0bEllBbU9poM5Mvszs9zMHuXUSvA8T/yqQn+ZOcpKlMdZM1GnB3Y+OxJ3aPb2ODPZ09xcXIIuWiTnZZsjMDaJ+v83sGXOOJMkZd1Fofz/GDPIb53+SCpCQtz3WDFy8Y1cUd4ceSUFx6K9xK6jrg/wsUqAmHso+lJfu+5H3M4fYdxc4P6ZpbJmDU0qLdPul1898Ihuieh3iNYP9hk9/gss+sdNG4V8B2Js6r47o9O4qc1Kudz8lMX+NWeNxg218lKha+DTQId1POjz4smJ6OGWYTceZCuqxs+X6IZM1f43aef56+3PsRIpsqp7I22YwcoiiaPpCc45kySiRkNAyrhgmzwkcx1TuydoLo7FQYQHnlZJy8C2llXBxoHUuiYfC2gy9YxEduk28trb+9hdMpj7mGD3952mhm3iz5rndA/obWI10KUbX2xeJrHjl/nm+PHef7iHpxCIz72ZBnNBkp+FqMu0JbEzWkubQzhnenEtxW3fiX4kN7TBs49cJYkFZWi11xv44eKfg7QZlZwHkPHHjVtA4x5Bik0U41uMrMBEVBpv0+PFdFuGHFW54Y03Un0T1XZfP/eAXipk7IPV6v95KdciutV1nZluPdkmvGD9/hSd4CGuV3pJjPvg9ax0qQlfHJGg7u1TsxLObRo0NxXwwqpBUpeGk8ZVPyAajyKzNOGiyl90rHouqLTqlLy0jSURaSVGg0rKQTKFyEHl8IQrcGp97MPkXPXcb3Z0wY2Xjy81EaJubmVD1jSpyBrPNw5SX96nZtDvdxdLuIuO/hpSb0H1h512T6yyMMdCwyl1lqEQbqlMJ6STZyUS29fGfpuxA2bgBSoHi+SyDaLXERRzwMOkT5rnf/s6Iu4yqTHKr8vXaevJTKxWUTKNXebnRRfdrDmZlH5NEuHTH7t8Zd5e3kLnpWhOmDx7KELfKbr3TjNjTKKyLKiyYn0BAcPTbO2P0vRqGCJYDjFJhhU6TXX+d3hF5jo6Wey3k1N2Tycn2DIXKU7TI0Beo0yX+g8w+cee4e1R7JUlM24vUQkIB1poUIQvHyQkk9060VkXKPmOqP580hCrPv7DDQZaLZby/zm0de5tquffflZHs7cYtQscc/P8/q2nfz04B4qDZutmSq7C/Ocyt/khDNNM4qMdPA5EXInugI+AX++WQ0zjFQTNzFJufm4oszDEQrbqPH5jrM8e+BS8FrhtSk2RfJ+1gPWTbRp1ENETt7YoBppeMaOKznVKONzF0V1aypFWaX53649Re8ZQbXXYPzUNJc3hnjh7F6eOHwVCAZ36uVU3AuJyjo+Ad3Br/e+xi995G18BFlxv1JadG19R9PMW7jdHmUvRbOgqH11lX++80WqKsXfH97P9XfG0P21OPiJlcwSk6lAW7lr87UO+jcmd6pdZO8ptBR0b1ltCxAfZBHsMiOblOspUquajjtNvIxBecRi+bjk0UNX+VRunrxRZ8XLYkjFUi2HVVWIukvfW/DXmYfZsWsWQyiuTQyy/ZU6sqkQM2l+dPco1obA2gCzGqg5mTWNbwvqPYLmqTKPjE7SY7c2Itc3KLsBz81qM81Auhw6eEFaNnGVQcMPFJgiErEPsg+FcxcJFkgVciZsjuLjkd1NN0DUZS95aXwkOaPBye5JHu3R8QgvtHZZI4QS5Y167OCjplzE254kMooW3XsttKTJMHpCt5MfATiiSYdVuw8r/F6WrLm72qQaTqaZVXAHi8w+muHoJy9zIH2XV/zt2A0f37YZctbiGnpAROa1TeMl8dij1nLcUIrMEj4OHlmjyXCmxKlMiyM8FroOz01dG+RlHUf49BqVGAGTdDhJit8H8ZsnLfneEqhrSV6GnPy8vx5wXvrUteBLhTPIgm6bdt1mlhjoeJfPdpyNo51IdDrAVCuq2mjhyCO4ZsxGGfQAhAoi90KqHqBlhP+em3RwjoPBKx/okgGdsK9FPHHY9vwQNw/tNMHRZiPDv2WEF0fnRoJCOfq/iYw31bo2uFAf5X88+zEKz6dRBti/PM9vjb7M7UYfr5QO8NrEdjINMOoe5mKWNT9LUVbjz484h6L/o0h6s/auJXy2peY59cxFXhzdybGtUzzXfYmnfuF6MDsRBgW/M7LM+mDgxLrNEAAhm6BsLOFRVum4VFnXVlzCSFqAxdcYwuXcvWGGllwqYxl2dt4NMOvvM5afkY3AXyibL287w5v/ZJyrC/0UsjV2daywM7dAp1mh6gegiIJZpeqnmF0usKXi0xgtsjEs6X1DUPvZEMKHrWWP1M0FkIKdf5ZGpUN8fdEJsj1b4sxVAn1joHKji3O/M8QzI9fbAtcLy4PUf9aLXdKcPaw4fvQmPakKadkkbTTj8541mv94lJig5diBGKv+IOHYpARVzLKGH5KFBbDJKGpxpBtjzYEYqZExGrFaS0Cs78UNF0JmxrgBE6XfQuEn0rsHRZEfJO79IEWlB1mSgU+KoMboIxhOrbFwymfhKZMvHX2dR3IByvXuUpEdVRc3myEXTu5Fza4oao/U6p14JF3FN0/g4Lx4qjHiBo/KEXnZbIMvRn+PHI2rZTx3oHQwwBNEp/fzmW92asnHI6cXTaQ6KMqh3F1SIelBTt7Xge6pRTBEFAlv+CE9cFCXDr6TLVQcDTe1ZNrv4OflfTyUucO4tdQWXcvwNY4IGqq+LWIYbvKYI0tG/ir852tBPexnOMLHDfloIrOEhsQmmDxPbrgZI9qjdB+BDEsv8blNzBDIcONa8XIYps/Kkw2OjE/zO0MvMWqu0WeU+ZOxU+RfymCvqxDum3TisoVuChueDi5NAjSVi9GGcImmTX+15w0+332GDlmnom0s/JABMVD9yogG0gghvuFjUanJEIpL1WG+d2c/vbkKJ7sn2e4shKI8gjotyty6sij5GdS1HEa9xvL+FB/JLrX5kQgZE8ESginbgBTNER6+EBwvTnG8OBVQBMhmHNwZQsU04Q1l4i86CL/B2s4Uuz5/nVIzza3pPrpftMlfK+OOdDP/SJaNLQqVUhgdLj2dJRwzaIBenewhd6NIelFT3io42LUUn+fIGq5JZkHRMVHDqqW5va2bzr5qPIwFsO6lyJnvrTGdtA+Fc9eEpRjp4an2AYPIIrhQmwxVaFF0HSkzRU0LKyHskbSkwHTy9+jCugmq1CjSjaT1lJbByLJ074tefOQDo/bgGKIMIkDDWAkO9GhHbtUII15ujyR9U86ogxHc6HvSs+RljUW/A7WSAtOn1heMSsdKNWEfIxL+lrFjliFKpaVYHxxbxIfdOv+RVmqLgKn1mJu4FhF3uRJB6cxGxeUOaJVa2s/X/dc5EnqOfJaTyJTicX2hH0hFoHTrPR70eLSRRA444lzPyzp5o873Vg5zt1Jkd8cCHy9eYLu1jCTIAioqhWyC9DQ1zyKVOE/xcW0a0Eoeg4WKNxVoNZGtTd8vkueL3ieu94fP9XVLi1YlHks+J3qeI3yezV/k1LEbMTLJCZvAUigODN/jbm0HmXkXbUicJcGyn2PYXMUKOWaCun0rc7WJAp8HiLyEmUe0QUTOO0BCBeVNlxbKJnL6UeABsN1ZYKw4zPW5Xu68+xgqpUgNVhnqLJG3GpjSxzE8NtwUV+b66TmnkFWX+pDLiL2SGIqScTlTao3rB+g1V1kgie+3TMjBbugW936bTqwOtEvtkkC6PtV+wfbcUoDqkz4LxhZUyuL25zI8/pELFKxaDAZJ8rMf7ZmmedRkrpanYNfpS5Xbg0EBxwemufyVJjfniyCaHC2sxPdMMLhkkAoVnj5IqAM+JM5d0GI+21wzS8rtRbBIS+q26B2iyN+InyOFJhKqjTaGpDzXgyzpbCNHV1V2AL0y/HBBRtC9du6NuBOewNG+n0U3iBFxdCRS3aRCeyREbBGQTQ2MrlB6pZ/LR4YYLSwz7xZw5g2UJWn0e4HEXKIWHPUAomMKHI+Ksw8Vojb+oQRd/7G2WXnp/6vP+SCLHHtEBqZ0SxzEwefp3GUezd7gGysneHtxjB9c3o9p+zy85Q6PF2/gE5C8IQQpw4t5ZZIb1oOuesAHHw7cCfBRbdnKB52PB9ExtN5702vDh6INwkDjCB9b1qhrk4x0wwzMICuafGXgTf7rA9vJTwWvtTY0q14WPyU+sHAY95bCIGKzReXHYJ3f/3hQpgsj8UTjesBa458MvUp5wOGHowc4PbkFdT3H0mKejeUgsPEtsKqagbIiPbOB32HT0b8R9+0CoEU4t5G4/yUCR9bxkQErZJSBCz8mOI5IxKKfLeFT9WykKxCuj58OJmcXGnkmXhpny/ky67vz9B2Zp8feaJuOT2pTSHxSpodM61hBSmEkht8URavKyb47lDsDxtC04dLwzYBTRhnB36RLSnrUPkCoAz4kzl2Hnd+k1F7SkorgltThYpBtAwHJ2lX0nOCEBFTCSgQll/ezCCMc4V4jxIEKI/pot4ycfzItDY5B4gsZ79jv/1kyTOlDWTttxpGwJTws2hEzhtA4sskzg9f5m3Qf371+kFPHbjLbLJC/o1G2QbavQlY2guiKZPlIxZCw4IRHEVmwsK34mN7/mP9j7UF6oh+k+5g0l3+4E/wgc4QiIiGL6vfR8UVOsFs2+C96f85EZ4EfDxzku7cO8NYLe3lb7UVZ0DOh0BI67HrreyHua46+17EqHpzBvJ990DVJOnhJgJaJkDqR+lMznA+JNnM/XAfdxgajh2epvDtI4ZYLKiivBCiVILt7L4si+qYIzuXmLNYQPs0okxL3i2sHGbYZl2MqKhUP1AUzBD6f6TnHJ7ovcu9gJ1cr/Vxf7aPWtNjYcBBzKeySibW9gJeB/T1TQNDbqqpUPBXqaoOMaLbV4uOBq8R3IdFXS23Kyi3h4+aC+p5RF9ytdfLyK/sZf6HOxniWxc/W+VTvVOzYI2hzNLwYTd4mg9RInCNnNFp6q9Jj2c3SUCYdVgD7tYyWEHfbdf/HFLlHFyMpHAst6oHNzjJ6XuTEIUKsBO9hiOCkFoxaXLYJoJQtabDoYmdiSJKOo5CGsuIbKyrXxDs94QUKa7FSaFwVOVMVb1KRJelM22TkRITBbTn11nF4bZnBmp9BCsXe9D3Erg3st/P8685nKTo10ksezYLJrp5pMqIRN73aGTVV2+aWTPk3s/slLcn5AsR0AZudjnqPiPI/ZsOwE2WwpLXXkon/tX8+8Wtl4vfodYYgLvUoCCGomkhpyRKt+vw2s8Rvdb3KLxff4ns7j/Dvrx7HPpvDrCsq/ZIuu3pf1BzV1oG2pn/SPSqt2ZzBJI/1QQ3nzc1pQ2iUTmYL7Vz48SBTiFiywkwh+rtMEI9lZINfHXmb//7YZ3FWU3iZAGgQZX7BQJmK7x1j03VNlmaS8ntRmSUqvySnj+PjFAqVRJhBPCkdOf3o/XY4c4zYyzxVvB6/FwR6qFVlU1U2Y/ZyXOaRQuOIJmCjtMQWHvWQltfFCAMnv60U6odDhzLucai41p0xGviDDXTKIDeleeM7h9j+0zLakNx7zuMr+wIKi4Yy4+vRCCmL26+lEZMjRteuocxY1CM41yqGfvtaYBtBqToIKFsDWcn/38s+FM4dQsecaKBGhDmRcklca9c6jtLRKqSCNeJhgLgMkBiIcJWBZfjtUY5Q+GHjMbkwI/MR8cWNInUVpaBa0giHC5I3clIcIPpO8c+iNW26uWwTO//E8QUTly0YZFMYcUP0S7vO8ldTj+H8h34m+wTDKxusb83QnarGKAMIRYzfY4ePHHtUj38vi/C5re+RLIm1nNVmJ/4gPPsHRaxRVO0nHFbkrCOzRMBMoUJnnBTL3kze5YfQWUP4bYLa0euS7xk9HjlbA02/0eQ3im/x+ZPv8NrB7fzZ5KM0aimO5Sbj7/gPicIjp725WfrBmCli9FE0qBRsBK1rEgcgUUYQHk5yQjO+Tg841Ied2/zGMy/x9ZFjNEpBXycqFUZDbXH5LmGRg31QBBndU1EwEYAegrypvawUOPdKKJZthQFNMxFhR5+flU3qWsdIGlcbdJkb9KJY8zNE0pq+DpF1oj1gSsItk3z1Ua/IxcBVJobU8fpJ9p/2jc0yd3CcrktVel7fQGdSTD+X5yP7L8TPVSKcQA03uM0BafSc4Ly1/Fjk+5raJms0kELhhYggTxkhIlCRMrx4TVtCUVP/CMQ6dIjSiNIXH0k67siH+FfdntYEsEiJ1O99cwWpX3ACq74dNzo2DxklU8bYQSQi+1S4WAO0jYEKo/+YE0O3BAveyyStqD3aqJJOPuZvJ3DKm9PYQN802NEfytzBfcbgm96jbPlRHbnRpNmRZchZi5tg0M6jEZVlInhn0pK/b0YCJR17FAUmHcpmc8MmarLJ+v+WRegTaEXZhP8nOd83bzTB75uzgfe2VLiBuOF75vH4aPY6T+27QVWb5GMBcaPVAOZ+sZHomN8ve0li+y2h49JO3DgNUUhR9qE2nfLgdf/w8xwFQEZErofk6fxlTh69xZqfYcAstZrwoZM30B8ounff4B5+zP9OGGgFl6AV3Qe/KZS2UEKGqmBgRPdH3KsIs1gd0mDjxpmOIYidevQaVxs0tRln95HYtkVrojwKbB50aZL3gKtspFCc6prgta/AlbNbyMxk2dju8dC+G+zMLMS9Nkv6+Eq26cK22QNYbqNrkhIeKNpq6RueHU9Mp2QIxhA65pn6IDjkh8S5R93rFh47iU/fbBFHg4X/wIuz2aK0MhpKin62HuDsk1F88rOjtDS68MnSTlxK+IABilio94E458QNuukGTi5cX0uKRoWHMnfo+XSZf9P5UQZ/XqQ6ICgYARnaZhxyxF5haHFfBBY83o6rfq/HDKHbygRRzboNlx3+LYokPwjb/g+1yElKHTTVWk4zKi8RlytaEW57JpY06wHnIbLGpodk+HxHamzdjCP9jGhvFVph/fn9REXey6LXolsOXoXRdlAG03Hm1/66iKzsHzYoBps2BA3839S9d7Ak2XXe+bs3TWW5531739Pd4w3GAhgMzBADkAAJ0Kxo5CiRoViZkEIUFZRI7VKGKwa5saGQKHFJEVoAAkBABDgAYQZmvJ/pnpnunpn27nW/fq/7ufKVmffuHzdvZlb1624YKjS8ERX1XpmszJuZ557zne98R4SUnS4jjtFz8VHEQoO2DSN0YoSv7r5Yiq2VI+iK7LdSLz5n4Ns5vD2Qxmtvay+91lNnR2SVsJa2a+5Be+/pjCGnVUrJ9EVEFzexFW4uT5ZFI46IEzpwkndJsHILJUmhaWvXePRC8Z6xI9z0ntnMSUSwEhcZdFqsxEUjViZ1Gln0G998tGgNuhVMtPCzjdIMwcS2/zPvudKyb5wU0r3WeEcYd8igDyk0kcpWPvuaoSiKdGKtgE6PhoNWKX6eNR2Qafba4mEKkXLBbR9Fa6TzXHY7MrxSpdCMKbLJFqBePDJvADOGTozRzIjJOviYmyujhAXJ/hvZYNVr9CHFKEecOkNOk3/73i/yzZv3UXa6bC3MJ1IFGU/eMmXWwrEdtLkJr3LTZlGM2V54hem/MlFqDVteGiDvLfUY3DWSrNYw9x5z9nm7kOYxa9AGBhJ9VcO5hGkKH6XHkjtffd6/QwbT2GjBevMxvbBO3pOOtXnfGtkggUmutsgpMLRE494YyCmJPkJLDhCZDkm7J8lnseIr8x9eDhLxUCghUo6/yoX16TxhK1KdxMj2Qi5hAkFmMM0a7Bh6q0p7jjMPOyYG3hp2yBaGfP+CbE4zaInEqBv8PNnH5B6JkXRzBAdr8K1TZgv6OkmXp7wDZL34ntycUIRKpoSKggxpxgVKTjdr7pFAQVYjxt7nvZFwlkzN5xOtsKHnWGFBs+/WvjWiAh2bSxSGOdOICngypiBjou8DEnxHGHdBxlu3Xrk13q3Yp+gYxbam8ntWOfsdO2GOyIxp3iha1cb+rHOc4ubJRZys0Kn33redfKGTSoyGl+jA9CeE1xq2IMRW2sYJtIQ21ZgWazSFNr1RQH+xiuXZj7ur/NzY8ykeD2Sa7Aks0x/9XCGh0LeArJXU7Ek25bfVl9DL5jajHuYLkHpogBamyhn5fLL0igUpMZIZDt9ryPtHz4Lbtz/hGsey1rD7koeErGGP+76eHqNNjgrdk2jtN/LWKNsEdT/E2H8d2es3P99rJbJj3auPb0eeGy9zeDOYeoar1SFcCXNllGG4dmKvP4GcGel+fr9rHvRef46wmv+SMNGOzy8MJgeU/V6+FqaXjqjS1+wIc/dbmCRDLc5uFwZrB6yomdJOaicsQSNOGHZ2cciij0ym1zqaoRI9NszMXy8OnyEJSdRk9z3HqlHxtRuYwzvEuENi1Old8fIJiaYyEqq2zV6kZFaNqg07xRrY/OTmzZrxAsywF4f14C0P3kYQnQQ7ziNnWeI2o3alsIy+dphklR3tir3WSL3d5ILJQ8X9Sc88lGRvBMtuyFg71w/d/leOvEet0udrfx6Redj9+PN1fy9ZPKwswP+s4SX7GWvSQq5UZ2ctjNfiuzmjZjn44TUMZ/+w14+tvl3Lq7/mfoteg9MD1wlFgEodFHuNxUkCNC//a77fi633OxApWysxmrawz75nX3OEohYXU2+7LI3YXzd3/jJCgkrow76JjkVEKJyU3mzbGubzaTJZ7D0nXnORyuflUtsiDKvlenUzefgGsnxAyqgjc2Y7yiXSphm20qZwKk4iN1uvk6IVXN2BzI93jHEHiJIwxJVxGqaYkyHS0CZNWiApJOJiIUYt0tIire77WiPVTE68GHvSPCcrPLCC+bLvxMVapnrtit5s+vUSqmZhkekq3o+f2iIoSwHLcMrsE3bYAhGJws+/lpRxByLsyQ/8ZfPX/7KGZdSk2H3ffvZ71tZbd36Iw7GFRI649gLylzEszRIyr9xLk629x9mfm8jDWR66hxlzvWGLl6xhB3q8c8Xawnvp+2tEFekxJYuTsvkb7LWVQYX5YQ13mmK+Io+hMKWAklBlNEk/8Xzt9ZxGCaj0vrNyv+aYsopw67BZlpsjewsDQ7xeokQS/WbVvXEPpJKfB8uuC7VDyel8X1Gf3R+VLAq285JNhubtVG+fCtPkpxYGOI5plq20YDUq4AhNJ3YJ/+rAMplAvV3Z8pWp+YvOit47iRdhS5zjJHyysIcjzYqntOhppxXnErdWLjjfENgjC9cCabDAVKtFqLTPax6bM1Kk2VSmmfDE8+4v1Y5zRts0WY5TY9+vXVMSneSGEpByhWUPHm/2IfPWuyQSVMlx2GKUlC2Daa6cl+S1UYltYp3HBvMUU7PPFl/PjHP+/36eu12WbCI589pEz+v5bec5+HloxPwOa44rqJA5nD3PZLEJUnXFZy1Gbrx7O0Ld+5v9PAgL85BsN9bZ9qx+TT5HkBf7sr1f8/OV/i4ipZ7auQhyDkUeUrMUOV8Y7L6mc5o/FnLRSaiffL+TRJ39v2u3nYct2kmiNO+x29mTCfTn5AxtbD1jjIS1hV6yObPaMtpoxlj8O2XWZAlY4/i4OCJMr3UUSWu/CoEMU7y9rf2efbSU5jxBwhYwBSJkUZXT47Jkg8DSJzFQLZh7p+R0qMdBQpk028jn8TJ2T5bjs96+sR9QIEodSkvrNtvPEAhPZM29Yy1SOMbLYfeO0Gm/1auN68Z8QogNQojvCSHeFEIcEkL8g+T1ESHEY0KIo8nzcO47vy6EOCaEeFsI8aHr/QZcWaSUHzZssZh2OhkYY2+LmNby1vMFA2uFUBaPB2jGhbSX6dVwxBSn73+95waVyT5nQkf5x1rDeEYZbdEatxCnB4vv/y3oxTxTmCPZz37+fv/nrMHINDmyHqYmox/jodJH/7CCYvbRs19kKojXVYTMccHzRtkU5FzpbX+/0Yg1el0tCTGyvh19fe9d5R4/6LA8eTvyHlaIoKkdwuS4+ouX8vO11px1c3Pdj2dn5858tvfaz/D6FPpJ4AX73fyw/ze0n7aj6yb3hU1QZsdnGWa9FF9TWW3glFSbPQ+/JBFs2qJQZA5L2rKwD58316vt75BLqtrtoNLCQjvyuYF88rSpCulvKC3TQqd20sje4ux2GGXZdsbjt/OZLrDJfa9dOgmvPsxpZcVaUo8LOVRCJwuQ+V49LuTsm0qifJ1K/1rkwk0gm9Z1cPfvx3OPgH+stX5VCFEFXhFCPAb8deA7Wut/J4T4Z8A/A35NCLEH+FlgLzADfFsIsVNrfU2eoNJ5WV+ZckKNRx+ljWbzCRM7gmscVAAAIABJREFU4eb7groqXLHd3oRoL1aVeghk3nqKxeVOetqk+ioLxP+sYZOqbe31lIJbTyk/VD4E/gFGCkutsTDaLkPX4qvnDQR8/0Z3rdFvzCwVMItyfnigPKsxEKnBL4k4Zaf07kfv/z+ogbdMmThJlK+ZqNSS+Ps4njxu3i8cttaw3HuwBWA6hWP6E99Z0nVt6O5UOMZXL9/MzQNnuTk4c919tQY/nzuzoyy6ZpEgYaPlDbZQV8A2+Ws5kCGrcWDg14QxA1m06QiNSqITlTpIKk105us+QuXhJFF3yJXXVJ6jbvNr9tj6acQyiZwsApCyZVSmcZUvvrT3GhhRtbwt8kSM49iFViaVqw6RlvhSZPcC5louOuF1jft1rYHW+oLW+tXk7xrwJrAO+AngU8nHPgV8LPn7J4DPaa07WuuTwDHgrmv+RuqRytTI5zXcI5XBLZnYlkqhGZvk6a8QNQeo04z2Wkp2eeMvMdzTFI9X7prG/PtJUloWjV2V1/rtaw3LfrFKexZ2WmvInPfVzYXa1xr5C96qRc7FA7zVnWZZFQlETJB4DCEyffQPayzznuSav9dv4NakBoqeR2yff0iuvEOmeR4I87CvpQbzKt/9YT33PDsmP7Lf01QTbXxDdr32sfWoamIUKj1Uym/PbxvoiaCuJwORV6Ys5+iHNnI83R3jlW/t4Q++/QFOheNrHFPeyTKtLrva6eGr22GjT7PgXDmr/Z57fniJBLO1D6txkHDjzT2W99rz27b5J5nztPMG28yXYb/YLmu29iWFbK3tsN5+XOiJ7POeu4VjLP0RSG1YXuokrz2V/1xHZTmGrIo5e7Yeu02uXm/8QBZHCLEZuBV4AZjUWl8AswAAE8nH1gFnc187l7x2zZEX8lE5b9omHoAeA28f5vMZ3z2FF3InJO+d2mYd+dctpcmTUfpeM/Z7kis2nCs5nR6N+PzoVXo0q3ZT+T37b58DkVXVpfuQY+1Yfm+Ik3rwJoIw1XohGSsoz0zoWaxSw23et/K9be0lzaRN6NlMIp4vXrqT33j64zxZ301N+amRsPNrsd80yZQm2TLDYfFAa0AVVxZsdbWko52eRSNEplGATQp6KEoipix7E8MWM7esGSNJcGXyNS0+EirxorOkt5f6eJbDrlOeefobIisuso+ulrS1gT7s9y0MY/dRIWgoY2bydE9PQDP13Ho/n3+QfM/vM3RX1AkkC19bm5L3DGLLuPH5xcHOcx7eyz/sa9ZB2lc8S3siYvSA4Mtzt2A7e5mcTkbZy7NVLJxiPW8LN/ZHlSrB0U0y9toRjC3cs0wZR2iaqpBEYEa+oJ0wZByh6WrXVKgiaWsv6aWaif81lU9HeSyFZRajMkebE7xRW8dKVOqhYDaVz0pcTOcwzhl0mZvjPEOvf+SRhUgZFoxFH6znbZ8tXNNVLkXZpSDztE3zeUdoIi1ZDovXpKDCD5BQFUJUgC8B/1BrvSrEVT2Otd644uwJIf4O8HcAKlOlHi/AiusY763voujzimzi1Rr9jOxoRlaRprIyX7utNWAWT8TEwiQ8+zXfLd6+VpXnWiMvt+ugWIlLPL+8hQNn1/PwjsPsK8/SVh5DTrN3Iekz1gajdLGMgXxdZH+I3s86sUnWtvZo5xg0r7Y2c6Q5xX0DR9ngXWY5LvHyhQ0MHPRZurmEJ2Ia2r+ypZq2WOGVp9ka+lramPhKnrbSWYf3PGxgcX6L9aOzwh2fa/vP/TDKWsN61J6w9Qk6STxm2iu2atVi4WsZnesxFPrrBtLkM5KONoahnTMS+XZ59tjXqhvIjlX0PKe9NNdY4H7QkS42iac5JJuMbFgm+NYQR17ZSGNdgapspUa8oQo49NZkmOPP1EwNzn6lYf9hh7UH3aRZtnX4+gkNpnmPca6+fO5mBLDSCtBa0G57qMUC5TMOKPBrGhnCU3fGfOJdLzHsNrEiX3EsU/qj9dJVsrD1R115yiNcqS1TkFGKIESJhK/VwMk7qkXZpR6bgqVW7NFVbsqSsQuBJxTqL4MtI4TwMIb9M1rr/5G8fFEIMa21viCEmAbmk9fPARtyX18PnO/fptb6vwD/BWB8z6i2FCBr0PuNtB22EtWO6/E9UwpljhWTbiv5vTSznSsXdoTqkSeI030zBSDXGzaEtPozoXZZjMq8vH87Y69IXh9dxx2Vk2mpsqnOS6SUEqxfiUx2NU5uqH4NGoNJXx88sN5ZWxX4dm0vn3vsfvxVQfxRwc+NvgBAfalEYQh2FI1ehmno0ds2z3qLlrPdb1DybIxQS8LkNQOJxKnRNGwMmVZidhP4ypaDD0kjpWCbYtiy7OzYLXadletfy7ilyUdh2C7Gs1Y9nPCQrPMSmEXDtsazbJu1Kmj7h8Xb7efeCsd4ubGVaX+ZmwpnGZQdfGGamfygkFM/NJby0fX1F57rDbuo5he2bcOXOVsaoXJacqwzSVW2+PLS7bRij3sGj7O3cC69vq03a6AvI/kb6+t75tcbVhe+m/DAfRHjJ5BLjKQWB9jCI3vPeZj3zrZHWH5iipG3Y8brMTJUyK4COshujHIl4YBHa9ylOOtysVNl2l9Ja1lMzYuL0k7qGFpEoD9SzsuEWIp23sDnGWiujHGJE+afoBYGlF0TmRRkRD0u4IqYokOalJU5hkyk5TWdAPg+jLswLvofAW9qrX8v99afA78E/Lvk+Su51z8rhPg9TEJ1B/Di9X4nC/FMxxGViwxsGJOuyPTyavOUvfxrYEKdfDWYNQQyR/XKF5GEiQqbXWWtVEFHuRledpVJ7ee65wui2tploVth4IiD11QMFVqG3qUzfM4KIa3V6SZfJJLHFa2Bv2Lhyu2LSfCZi/14d4LPPn0vYwdh6UNNHhx8C09EzEWDOJc9ou0tthYupvO+VhGN5W1bjxEyr6+ZMIQa2udsOEotLrKjMMdWb5FYCxZVwGw0zOnuGLOdYc41hzixNMrKagnVdpA1FxUohmZWec/6Yzw8+AZbvcU159sc//c/8p5WIBQ17fJbZz7KxvISf3P06WR+dc7bFmnnJFPBefUoIW8QJRj9G20SnF9buoVvPHczbl1S3rvEP9n9GLcUzmH11+33CrZgBpkuhLZd3vWGdTp+pKRzDiqy1MF7h4/zx9O7CC5pjjQmubl4hv2X1rHyzCRPjO/l3jvf4hPjLzMkm1l9BmszuNYaVhkSeo1jz/dz8KOBYdxcbUqU2oe0pZ6WyfwLNgSL3PDhI7x5xyStc1UKixKhICpp4kCjh0OmpxbZXF2m6nbYUrxEW3lGVkBLPBnRiS2nXvTYBJPkzAz8WrTh/Miz/fLJ1qrbphVXExaPTO1YK/bxEj0ZhaDohJTdDq3YI4y96+b+vh/P/T7gF4A3hBAHktf+Ocaof0EI8beAM8AnAbTWh4QQXwAOY5g2f+96TBmB8fIKMoLkAJ3kwnZljCsVsbIUxITB0qfzblfFThKe2ZNtEw8p1m47sySaEKm0rDClxS9c3szp/euIKzHbd15AacHJc+M4F3387at8eMthJvxVAhFliZXk2jV/x2kS1UGnhr2jPM42hiktKMKSYLhgQj9Hm9ZjFgIynF3jw8dapn0jDV3MaF0bCCFOWQb9Bj7UGYSDIL1YQ+3whfN3MHJAsrQX/s5NT7HDv0hNBVyOK6hA8dD2I1Rlu6ecOj/sjXoqHOF8OEwgQxqqwHw4wNv1Sc7VhphbNK3/gjkHfwXq9zT5D3f9d2IE//7Ew8w9P41XE8jQnHzlQeCCFtAdUci2pPPiCN994i4eve1G/vntX+e9pWMJe0dREDoV97K88ZBeXnz/ZW+MlqaR68m6GJc4cGArB7TgzodP0lYeF8IhlsIS9bjA9tI895aOUpVd49EnHHj6qJQGi89yC3bfulrS0C7vHXwT996Yr3/nDtyvDPN/Ow/xh3v/PwpJYs1+70Q0wpcv387ZxhCfnH6FO4unUgqq/YztwWqv2w7OXwpbSemsz6udr1A7bPAWaU5pRg5HPHNmC58ce4m/u+Up/qN6D5U/HeOtN27g1z6wkV+/+RvMuEv45KiHCUbfv1+9NNGs2ttGbb7oQAJFxkn1a1oESKa+2E5a5jlCURbG6/V0TFMVcnCs5l3DJ7l/5Bgr20s9C7zRcgrTOharS9VWHkqJ9P+CMLm4ZmJszbGJFK4hl9uzjYHSanQZ04mSgiWyQsmW8pFoWrHHgNtm0GvRir1Uy90TKtGUt3RPneD2Tqrv/iMXMWmtn+bq2osPXeU7/xr419fbdvr55Nk2WTZ/ZxK/SpuJ7mAmqSC76XtWhsD+3TOSrkh5LrtdBGzSdNBtGWwu9lmNipw8PM2uTy+DENS3zKAd2NhQrG6GlRkjG2x1n7MkVC/33XKBezi6Es6tDDI+H7K6yafsdNPiJUfonpX8Rx39bIQhp8liXOF4d4KTL21AbIJPfuAZHigdoZEUfaxEJdzxFncOnEyOKUuw9XuD56Nh/slLn8A/VEJG4LbAbWoKqxoZatZ3FMrXxL5icbdky+Rlutpho7vErqGLnJ6YoLNOsXXTPBsrS2wrLbClsIAnIqbcFZSWvNrazH/66oeY/GqBf8OPse7uz7LBXTZJtKtg/j/IcIQpYtGlmNHnPH6r89MULgvcJjhdjYjhmVHBf9z1ILduP82vzDzOqNNgRHavq0tjdd4doakSstefY+PIIl9bt4/Ciz7nTw5zZtcwQ06TuWiQp1d38tjJ3UTHKwy9bezFb983w+++9/Ps8OdTKqqDEUjLH3sXia+zRPRajKbve04wKohlEdJGEoiIQHZRJYXbjolPVPhX1Y+wcGic4UOCoWMttCtRbpkXt27lp0ZeoqudtBrYOCHZtvMjTY7rTMPJVqeuqiBr5r5W5KgFA7JlmDmJYb7e8ETMiNtI78lLUZVYSy6FFSa8mnH0LByKadlpvXNLqTSSAL38fkuBzAq+JCjzbN+zf+e1ZnwrgJjASU7itLZiL3VIpTDO6WpUoOhk3aGk0DRDP63ov9p4R1So5kfWyi6DK1qxTyhNBVxXuShhynitgW9EBRQinTAgxeUt7mU/m0Ix2hYu+SnUc741QGnWQdZaEMcUhgIu7w1YuQH27DvFg9WLKT4PvayefiNosGnDEze6HBHNZgGnHSG0n3xGEmufgO4PVVJ/tZHvSZmqXKL41Mm7cWuCrR84ySODB3qMxJ7iLL+87xl2+nPpMa1lwJSWDMkmD+94kydLW2k2C8Q1z7jdAELjVCLWjy+xb3iO2yunuDE4SzmhmP69ie/x1z74HE1VYEg2CRJaYD6U7WiH24qn8Hes4j9ZIjhc5NRtY0w5q0mi7EcXEJBASYZs3rRA+zvTTD+rWNni0ry3QaXcxnNjdKuAe3yAY4d28Hd3bubXHvgLPlB++7rbzlfh2uhwVQWomofbVFSPefzGoZ+gvlKkcDKgclozOR8RljULtwoKu1e4Z+IC69wlgpT9lVFD++Gw9Nz8iAuerX7tIjnSneRiNMi3Lu6hMO+ADtn4rS7q8RE2d7o0pnzOP1CiuSnizn1HuKVyBitH0FbeFcJ3/Q5HNxG3QxgP3ycmRtElkxa41rDt7LpJMdLVhhSKvNKrrVsZdFocrk3zwgu7uOG20zwwegwrb2C9bikzJpg18v3yBFlTGdMFDjKeeuCa3qeRcii4Ufq6/bzdVi0KzG9ogUxgWYteAKlhb0Q+Dfz0GhjwW9eco3eEcQ+Vw0K7gu9ksgCujFOOsp0Qm3BoxQEHVsY4OztKeajF1tHLjBfq1COfitvtKWe3fSQ9kSUqpVDgZIVPlzoVXjq9ieLLJdY/sYKuNQj3rOf4z0tu2HaK9w3MmSa1SYhoqtsyUX1PJ80NRNaOzFanWkeqHgeohQCnuUpYFhSdbipl4OROQ7+nYr0awzy4EmtPKWd5bym3H13tUNMFPnvxXay+Moa+qc7PTz8PmDLrtrYaFxG3FU+lmh5d7VCWHarC9HK0RiSQXUqE/OLY0/z86LOGUpnAPmAuzGVVSjz1RapJaOsJlbJoBkSHILlgL6sSVdlmVHbSZK1ddJpLRZyOQrkm+rAYtGW+ZJ3h7VyZ7/ZTCO2wGi4xgpoyi/HDU4f59Lp1FC8JRj48y+9s/yJlEdHWDlUZcuDGGf7F/p9g/C/K/N7A+7nt7lOMyk7qncdapFTNnvOWJIFnowEW4wqfm7uLgbdc3HabiVcj2mcHGGkpvHoL2YlY3Fuh/eMr/MYN3+KW4Fy2z8l22zg9SeV8Nyz7e/2jv5r7asM6Pw3tUlMBs+Ewv/nsx6gc9ilfUExd6uKudAhHAubu9uhui7hn21u8f+QwVdmmKltpJbUvsp4I+WOw2um2GtUqK9pEKST4u5apBHBbmeswyNGkTfMSI5tRi0vpotGf3DRzIhMKqJHn9sikvee7A7z09G4m92su7KgSjjhpEjXlpSszd6F2iJPeznmj3NEuyGye83z2rnK53K0w4LaQQtGIChRkSC00hrzgRLRij1gLusqlG1tdLZPLaseekT5XDmFsoORO8plYScLIvH6t8Y4w7p3I5cilCaziqe/GSKlwpEZrQSdycKXCdw3WVm8V6FwsMf20ILgUcHb3Vt5apxEKwopGFxT4itJgi3LQRWuB65jFouwZYyOE5vzqALW5KtUjLpv2t/EvXkI0WuA6REUXtxQSK8nZ1jCuUHSV2Q9L3+smk27CrJixQp1aGFD12nSVSyd209ZYF1qDeDUBkaJyPuZLr9+GjgRepcuDW48y5LVQ2jTMBVIWjxUqS/Fk0VuWLYXGF1EK74Ap3qjFRQJpuje92NjKa4/vpDsVsXdygdebG6CEac6gTYuzWlzkM5fu4YUTm9FLPiIWuDNNfnXfk+wuXECiGJBtGmuwOwakWQBiBIuqwr86/BFWa0X+xR1f45bCWVZ1geW4RFl2GHcatLVDTQX814sP8MxrO9mwdYHf3fkFAMrJjftqazPFkz5xEKL21tngXcZWdrZTnrXB0W1SMuXlc2U1ph0qMbp2bPIv0ZrUFBdgurRKWUQ0Ev5/qGN2evN8bOfrfOupe3HeLPPGLRu4u3gSW+avtEh1v0PgVDTM/uZmXl7axJtzk6jTZUqzguJlxfhsGxFplnYHLO7TyNBh+hmJ23Sof7jO79/4JUaceprEddAsaz89/6Ys3nLyY2oqQAqFT0xAlH7GXh8p7pxTLLU1Ef2UWTQsqxJl0SXULjMzi8wHA3SExnu9zMzTMXN3FfjlT3yDGW8JyPJDNVVM8zN5NldbeyzrcspwKckOCo+uMt62RLEYV0z9iOwQapeVuEgz9jnWGMcVig2lJdb7S2neatht0ElkAlaiIgUZpX1ILSvOkigcFPW4kHrGEs1St4jvxJxYHmXiZQUJceN78zspumF6z7pCcalVpuiFREriy5hukq+zxrbW8VFKIoSm6IepDhAYiLgbObiOoh0aKqMQmnojQEiN4yii0MFxFb4X0Q1dXDfB85UgDB2EAN+PiCKHOJLp97QWSKmIor8Cxj1wQ/ZMzPW8ZrPOMiHtuwn+1Io92gMu7TGPI8OTTH7ZZ/qxebozA2ghcJshypXEJZeLtw9Sft8s68orgLkRC07ESjfg8NwUhWeq7HixAbJLbWPA7HvGGDkUM/TsWboDDkMDKwwWWgROiG1cW3CiNBpoiEJufxUrYTFNkjQioxNRiwqcrQ0xNzfE+DEQ7Q7VN+bZMVtBNkPqOwZ56q9t44GNx4Eso660UaC0F6kpwMiE/20ewSab7GJgde9tBNBUPo8e30dU0ezdeY4Tj23hpNrCS+8/y49NHkqNwHOLW3n9pW34NRMRaAkDB8r8h7MP89C7X2Nr8RLDbuOK3EBewjjUDm+1pmm/OkJ1EZ7buY24KnlieSdPHdiNN9zmF/e8yHp/kS/O3c6pr29h46GIs58Y4dn1OxhymrSVR1t7/MHB+5l+PaJbdaiU2pwNR9MIIx/ySwzVNK/jX5Utw+vPRVd22OIbmfMa4+GQQs3h+QM7eWX0DYacJo5QHA8ncFCcbo4gYo3bFBxvT1B1WpRlJ5WiXYgG+ObCXo7OjxOeLlM9IQmWFYO+ICwLlA9OF9Cwsi0g+KmLfHz8FH926BaU59MddJkaWuB4d4I5OZieO1uZmWeGWe/XF3HSO9SlIEPKsmOopEmTaevtGpqtMYy2ubQUKp1rMycy5a7PJdDDJze8ysp0iaby+dNL70J5kqisqcUBp/VYes1ZWDNMPGxLF7RwRjP2WY5KPD27hfFKg3ePH6PkdJjvDtBI6H6nGqPGwTs+TXDOo7hgeOduS3NwSlJ+/0X2jcyhtGDFL7IaBdTCgEhLqm4HhaAR+URKUnJDZhuDNLo+u0cu0ox8VrpFym6XduwSKgdXKFYbAdM1RXvEMc5kwiMvOGb/I21yeZ3IZSgw8Mew2+xx6EYCSS0MGC40qSaognUcLB5ecAzbxk2abNSiApGSBMnvdJXDoNc2UgPKoeq1cYROW+wVnZDFbillBPpJQtdu99g17Oo7wrg7QjPsN9fM/uY1XsDIAY8VIiLtUNrY5eCNOxg8KLh4R0DjxjbOXJnyOcHUczWmXtScu2WQnYPzDHkt3l6d5IWTm3HOBIwc0gycatJcF3D+3bBx9xxbvC6zK5sZLAXU10numzzDpL+aeoL2Araee1qAow2W9pUTNxK9OUDiYCIi8FcFlVnF1oshwckLEMe0t09Qn/EZPrhKa1Ry28w53j14JPV+8vKv1piGCYOm/2a3mjd+kpy1jTqMkfR5cmknEwN1HnzwVQbdJn/gb2Hy5YgLdw6wfsNlHDSB7DIy3mDPQ3NMeqsAnOsO87XP3cvYAc3FOwf4seE3GJLNntxCf1VsW3tciqo4bXA6RlyqLDs8fXQ7mx7VtIdLPD2xjY9ONXjz1U1seD0krDpsnJlnd+FCanw+f+kughcrePU25x70+efbn2TEqRPIMOHe9/Llu4nnbj1RK5vQdXqhAbvPWWLKXFflkRZClQnmXHwRM+HUCETEqDQJuLnGAH5NU9sMd1VOsMFdNL/nrBIjeHp1J8e/uZXSJU17VLCyOybaUOOu6TNsKy3wvYWdLH96PfE6H/9nL/L3t34HpSVfL+1Bhh6NScnO6iIbvMupKBZkEhRdrCZ5lC6sPjEN10+PLe+Z51UR8/REw+gwTCo7l3ZObKGbpc22tVkkFuMKXxq9BeW5eDXBtL/MOm+xBxe3sIovsurwvJjWXDTIN07fgjgxzJ/cOMHWzfNMFmssd4scmxvHe72MvwLrL8QIHXH5BpfujU2CV0tMvdTixK0D3L7p+R5dqXocpF3UAtFNcffFqMIzr++keM7F+cgcdw6dJtaSqtNOodSVqMhiq4TT9ugMuuwbWmB9sEzJ6dJWHvW4wHfO7MR9bAihNSsfWubhTW+mvVo9EbMaBVTcDvWoQMXtpNCkXTA7yqWrXNMurxARyJB6VGDAbbEaFSk63TSBWnS6SOHSyEF9BRmnzJyyY9AGhaATu3SVQ8GJ0oXoauMdYdyBdCLWNPBCI5NscyGpRC3LDq4soXyIhko0Nsbcv+MYhV0xr12aoXF2hMrJGt2lCoVtxuM/fGGSsW8GlC+GtIddjv9UwNabZ3mwvMSQ1+RofQJvVSOimCSSo6NcPBmnWLuVDM73W5VoQmHCKLcpKF7UFFYVQkO3LGmNSlY3FdiwWEZ2Qla2+igX2lMllt7T5l2DJ5PqSYMJnu6MUXXazHhLWX9J5ac3jPXcUplgTJn12XCUxxb28MaZGcRcQDwY8citr/PBjQfZ6C0yFw0SlTROK6bd9phyTUTjoAj8kBuDsyzGFSSKS1EFBASXY1a6ARJlwuqcYcwLVIFhbkx7y0aLTcCI3+B0d4zgaEDhUg2v4XJ0doIv61uYeAncVszqZpd7x04z7tQIRMxL7U08/eQ+po9HXLgn4GcefJrdhfOMyDadJHox0gGZLkopuU7ycIsnMhVLiSnlz4qTRLqtquywc2yeC6VtFJagoQoMyo7BdrXiUHeKs4emGHUEm+84xy5vnkAoQow4WKjhjspJ/mLkdlrTmn/60Fe5JThDSYYoLTgSTvBHrz3I9Kpi9gOa/7T9a8y4Kwa/dZJ8womQZ767j7GH63xs6BXy0ssFEdPRDl0h08XM3hOBjlL2V9rcJkFa2trlclziWGeKN+rruNAc4MLqAIPFNh+cfpP7y0cguYatFEJ+EajKNj6KUDqUSh3CSgGvQVq5ao2/j6lk7sf+bb4nFA7rvCX+t/c8w2cK9zC036fz9WmOl9bhdjSToWFVLe+QLN8ec/P2s3xs9Chv1Nfx6ks3ohyJ64Vp28lY+wSiS+B28UXco+0eyJCq0wahGTyuON8Y5I6BU+Y9EVKQIStxkWGvwdJqiaFIERUFA24nZcIshyW+9saNrPuag4wiyidXuaiHOfnzo8wUVyhIw6t3pUpp1W3lGWkAMqjUkdnfQGr07b1jNdtdLYm0k3rpkC3QPSSDpPam4Jhz3oq960r+viOMuxCWa97btMAenA1xIkxJcKQcWtrjYrPK0FvgtEJ0wacgY4pOl8GgzWpFIlpd/AWHxW6Z6WCFuzed4o1PzNDSgpFSi/cNLlB2OzgoXKnoxg6FVYPD2QS85afaDHpvtyiVcmUBPrltP80tPsthkaVuiUhJKl6HAbfDywsbiJ+t4pyuMXykTXvE58wjkk/u28+IWwdgOS5xoTvEZ56/B2+ozT+5+dsMOU1WVZDdPDlPzEixupzojrN/ZSMvvLSLwbcFVVcwcCYCBEe3jfPxkZdNUkcVcNogY42KZIp7LqsSC9EAJ1rjHK+Pc2h2GvetEjMvdRCxZrEVUJadjE2QFEj1Swz4WlF1WqgCuE04tDLNocMbmHlb0RkP8JdDnHNFTp1fz3Qzpj3mUd8Id1ZOECN4prWNf/v0I6x7QbG0y+XWjxzmp4ZeNp44IpUssMMmGK2xCAGgAAAgAElEQVTXnr8ZbFLVygrkBb18odIK0RVlGjiohK50Kaom82wKmH7v2AeYeg7qM4L3T7yVzLvhysfa5MtvD86y+47TvLl/EzUVUJVd2tqhJCI+N3cXw4cFq5skf+3up5hyVlFasKyKNBsFhruauCCZeEXxaHQ3wx9r8v7qwbRQzFIb+wudzI1jCp66SBajCqe6YxxsrOf1xRkuXB5EzxYpnxMULymcECpArAf443dPsP2DF9nqzyfUP4hz1aUqiVKt7kvgRShXIJIKLmvY+//Odwcz2xKJhnzM/ZUj3PS+M7x011ZeWNhMqxWglKQSdNg6eJmbB84x6a1QlW1OdMd5/I3dbDwW0Rlx2TF5Pt3mgGilids8PGibeHsi4s69Jzj+yk6Ovbae2ZEzjHl1lDD3TUl2WYlKxA0P7cZoCcWcZ/z1t/aw6UuChZscWrs6bP/PBSafW+bg+6fZtHURpQVLkZHnsFRrMFWlFjq1hW4WvrGwqoW/Kk6HGElXuYa3jkEkjGqlk2wrY9aE2la65yJO5SDlXwHjLsnKaq0qJDLG9g/MdxGXOusqfmFpgHVnuoRDAW4lC2c9GRMl7lxhWdCOzao37td5YN1xik7Y05A2rWaNXRAC7blERc2Q2+wxXp6MU5wbeoX8PRlREh3GRI2NBdIw2iaJ5hf2MrzShlghQsX5dwt+/J6XmfRW08RXIEJG3AZoGHiszB+UHuAf7/q2mRd6Na8bqkAgu+xvrudPnr+Podc9/DHovH+FgVKb8L+NU1jOGvAqLVmMy/irAhEqUA6/c/JhzlwcQV8uUJyTFOc15fmYzcsh7soiotkhGh+g3ixck5WRnptkrrSAYCnmzKNbWHcq5tJNptRo86MtZp6KUL5g7l2GJurWBcfaUxxobOIL372XDU8pmmOS0fef5yOjr9HQPkMySzLmr5m8MuIPOozomHEmxoM65x0QsWa+W00TtH++eiu1pycYr4cElwWPzt7Ix284cIVkgETz6xu/xv+pPsqnjtxNsCtiT3COP6vt4eDT2xlfUSw/2OXB6uHUw/ZEZJJjUjB3jyT2NVPPa/5w/D1sf2iOje5idnxJ4ZS5Dnp/OxAx56NB/uXbP87qK2MU5wWFJcWwK+gOCroD0FgviEdDgmqHOJLsnlpIErGKWBhue1d7PZCQOZ+GRNAOXaoa4kCkn8nTD6XuVXO08KItSirJDk1VwBcx7x14k/uqR1P9JDuaqsCQ06SrHb4xt5fJxx2cVsj5+30+OnosFQnL15bEiaZMWXbS/z0Rc+fQKV6+bxOjjxd47sYt/My6l2mqApXEc/dkBLFAdmJkBI24gCdinl3YSvXFIqsbNZs+eIqVTkB3eJTScpPW5Qpym11ge+EQE01mnZRsG9B+lpJVg+yk/HkjQ6C00Zq5FhHAsqQasY8vI3wZ/9XgueukgMAVMchMJc0WMuUr8KJE2a0RFehcLuJfrtGeKuP5XSItqUUBi60SxcsKpKA5rRj02tTjAithkbLT7THsVgMCjLDQ4EqEKhWIBmNKTreHmphPFvXfZBlEkUElYSL6/7XZvYw+UUCuXCbcMMqZh0vsve0k0/5KWuhgJVMrTptb955k9tntdB8f5cmpndw3cNRo3NObQAy1y6DbpDTWxPtwl4+tP8Skt8LvHvgAm+ZD5m8r8GOjWcplKSzj1c1+uhd8ll9ex5ZDbaJiTGcQugOCxV0u4YDDzJOSYDYmKrusG71EQ/sEOky9j6uNWlzEbYFfC5l4JeLynoCd7z3BG29uBCEonquxdNMQM3dcYKlZxHt0iM987iEKS5qNR7v4K12cVoHVL03zmxt+Fr29wUd3HOQnhl9lKGHlQKKaSNbs+gfXaBHYHpU7y3O8VL2Z0oLi0Mo0akTw7cYePvOtd7Pu9QgZaaIibKsurSnHUJYKRYff2vzn/Juzj/B7z34QIkFx1mXwvGb+Tsk/ve2bzDg1TOchk/iMug5agtxa5+M73uAvzt/L9BPwJ7vv419uejSJTBJDkhzeFYurllRli7snT/HETS4IjVvosmNogduqZ9gTnEthiyHZpKH9BKfuNeRgvPBAJFK66Tw5hKGL01G0x8yiNBsO88WLd3Di8ijVYptf2vQ8W/35ngrpWMusihpz3dqqadsE20/YNW3lE4iQ5bjEYlThwuPrmZ7rsHBzgfc9uJ9pbyk532HWuEbbptrGHqChoYv4iRzBR/a+weOv3Unzu+t45WOX2F6axzaL7ygPHI2MFIUls8AfXJ2h/vlphs6HzP2NNjcMzHG8Ps5CeRzRbOMvuKkESd6Ig5XrdVNPHTJKox3WgzdNPIwxt3RvpbNFWyF6nNmUZomRH2jEfvrdrvrRm3X8Tx+aLKSz+uueyBpSKJExHMIklGlGHqWzLqLZwav5qMNVnpjdC67GqUm2nG9CFCNDY4iP1cY5/vgWopJm4IbL7BpZYDpYAWloSwUZUW8EjC91iAd8SuONnuo3iaap/J6K1+xiTrqkKw+cLMnpoLkUVrm8f4LtLyzS2TzK2YcKhMOKk49u5dDN0/zKrU9SFa00zCyLDh8cO8zv3LeFjV+Fbx3cy+33nMYnSnG7E50JznWGudQpc/vgGf7Fvr8ADOb4+OpuBp4qokWXzu11bi2eAkikT13cJmhXIrY2qG+S+KtFFt7X5T2732JbaYGK0+bzZ25HPT+C9hxaEx4Pjp2kLExFbTfxyuxiZoWrPKFoKo+VuITTAacR0h0JaDzQ4Oenn+PX3t4A2tTtew3Npe/O4HRg4GyX0UNdopJHd9CwoMKiQAuonAX/UInHq+/iK++9id+984vs8ow+XZzgy1nD86t78GqNzwRCEyYl3ZPuCmEFvFOKo69v4B/FP825V2aYflERViTzu11ueN9R/uHMtyiJrNogfdZQEjFSdviNjY/y6vhmvnVpDxc2DzBabPIrk/u5PTiNL4xQWaglZdFFK4FyBb4fcVf5BF+7dy/iv1d4e/9G5tYPMu6sUsq1QrS5BqvcCAaWCUTEr449wS+NPpO2TwRLmcxyDWt1OzMywRFWeMs2sQhERE0FpopXg3IFYUXzr1/7MM7BCsNvxUwsRYQDFT7/q3fwjzY/Rll0UkfFbtvy1UODQPc0tu7mojGbLP3jI/cwfiCiMeUx+chZ7qqeNDkl5RIkNE1bGWr7p+bx7LYyC9SGYJGhD12g9fkpvr1/LzP3LBtChAjpJEuXdgRCwVK3xOEXt7DlSJsL9xZ5ZNsrhqXSLlFYidFBAe3SY9jtyFQpHdBQcTo9/VEjJVHCvF9xOsgEW1cyohX7uauot74n1dhK7q2Ocik6hswRaUlZ9qm1rjHeGcZdCzrKQQo3MeIWApBp6GGTEKYrk8PplWEmXg1huYa7XGPr5UFEGKFdB1wHUWuiCx4Wogxjh+pJzehrKzQ2D/Hy3aOsu/082wcumR6F2iFcKuA0VmhPFBmvGi5vPvOfN/T5Vlt2/6RQPVn8WhzwlaM3Mva6pr5jkLm7HbxVwbonYwrzNY5OD7ASlRh0Wj0VfCXZ4b6bjnD02RsYfcbh6Ru286GRQ4Ax0vNhlcdPb8d5YYADIzup7rvMxze9znp/kUcP38iWNzss3BLw07tfpK09hmSTULsshyW8lqYz7HHD1CwfnXiN3/U+gK777CjNs6c4y3+7cA+NxyYZOreIiBTFSxGfe/YeSg90ebByOG2+bY7ZUEJjBE4SEtfiAH9ZgxB0Bh3u2HicI+1pBt/wQDcBKJ+pU7rgoFxJfUPA7Hs85M46d64/ymShxphXpyS7xAj+6Mi9DH66ivhuka9tu5kdk99OI7k8hn610S+H3D8kmgGnTVTRiEgz9Ywm/t4kU46iNSJpPlzj1/Z9i1sKZ6kmuZW1JBmsIF1VhHyg/DYPlI6l2zcGOMYTRt2zpnyeb21DNF28hkI8Psxv6Y8wUm7SHBxg7AB8+s67+fX1ZtFOC5akvsJA27yHkySaIUrnpz/hjSDlw/drvTh9SeeG9ulqh/2tzfBWhWCxw7onPGQ3oHC5gdAalKY17jHqt1mMKzhCMeWscjkup31TrfSvKWQKU7aSY+8hsn4DT67sRD49iNPusPQuh5+ePJQwVAR+AnFayquRG7ZGXiZ1GC1Wc5z7R2YO8p9vn2DqScmXp27iZ7a+SsnpJEWMZv9lrDl0cYp1T8S0Jn1K716g6Jj7d36lwpa5OjiSuGCcu34DbyikgMyq38EQRApulCa7Ha3SRQmMJx5J26chJooT0TBtCr6sdnvVbacVq53YJdIG8rHUyWuNd4RxFwn0YvQ4TDNYhancsjdwQVjhL7PLA0GH5oRLqRSwcscMK9scYh+CS5qpb8+hWy2iDaPEW9r4MmKytMrcx5c5vcEsCpu/0qT14hSP3zXDrfcfYdhvEsy7EEa0Rh0m/E6PbAEkXVzyCb2kys4uPLGWDLuN1AP69JE7Gf6zMk5Xs7TTZeQNxciBReiGNHaNEWypMebV8JMGHHbEWnJjdZYX9tzA+u+FPHVwF3fee5pxd5WqbHNn5SSbb7jE14f3cfKlDfifHeGLY++jtk0x+RwoP8J96BJ3lE8mxtjctAudCl4jJiqaRO+Ut8xf3/08f/TV9/OpR99Had8Szp8Ps+4lY9hFo0VwKmbLl4b4o+L93PHuk4w49auexxjBoNtkdTsMHXWIAnNMf3LwbtYfD1EFl+V9AyzcEzPwlsvY6x3mPhjy+/d/nilnJfUg84bzxIZxXizejowMjNbWTlo9+qOMUFtoQDHi1FEeRsO/qVjd4LJyf5tHdh/kb489Zc491vDpNRcJO2x4bT38fHPsUMP5qMpvHP0YS09MMXla4dVDxt6I4fUil24aQgZQPdvl1ZMbaa9zCUTWXSzf7Sr/GppUOrn/fPRDA1bW177f//mz4Sj/8cx7mV0cpDtfonzKYfqNLk4rIp7w6ZYlwbxCu5LWTJHln2xQXxzl33/zE3D7Cr9541cZdeo9hj2jqIZGSwZpGn5oBxKa50I0wHeeupkNh0OcdozTNc7C+XCITx+7i9pqkV+6+Xm2FOZTr7iT1ETYnqmhVky4q5zomL5BJdnlrluOcvL5XfDEMOfWDbOluGAWRC9GaKiebKG+MkBhscnse8roVoEvvHUrMyOr8FYFWb9APFhGFY30SY8YYY4NI9Fp1zRXKqQylfWRMvqekXJwlbpS/8qeGzSuVLm8nslDSqFpRB6RcvCczIlZ7RZxZbzmtux4Rxh3yG6K/mbBFo4xIUw2Ck7EagDdDaPMfkhxz94jnKsPcfnxaUS7C67L/O1ltkydxRGaIa/FgxuOcmmiwrF7xzh9eoTSWQeBph4WKLtdfMMMpDMiGCk0rkiImCSQGVaKgIT3GsgutThgKSpTiwOeuLCd4NtVhl9dIBqrUJzTeGcuAdDaM01rzKHd8rGNefvVF4fdBu62Os43PSpHAy7dVWHGW8IRioCQDd4if2P9M5ydHOFTO++m/GcDTP/JKqLRZvWmcSYrdbraoSSyRsK2xFnExhusyja7ggs42+tM/tcAnqlSPLOEaHfMHHrme1HJYXhsxSQBr2HYHDT3lo4y/+EBvrZwPxP7W7z9qd1MLSpq6yXLPxfxiX3PMebV+JMzH0JLKA+2GZLGoy+ImKZVvRSKZRXwvbM7GGpoausl20sXU6nhH7b1XnouE8zdEdpAJOtbNCaLrG6Hhz64n58eeZEZt5Y794Z109aSQCiuHiuQLgJA6g1btcqudmh0fNrjivJ5QVR0mLvHZfAoDJyOmb9DUj0rKR/0+d4te/j4wP6U0hliNUeyPFTbGvs+bxxyWu+5Y7D7l+e/29HWHm+2Zzj3wjpGX9f49RinFdEdcjn/QBm5q47zSpXB45LlHSWqvzDLg4PzPPWF25h5vkX9VJXfVD/Ob9/8lbRrUt7Ih9pNi9AUMk2qrqoi/89rDzLzlMJb7SI7EQMnFAcbM+wqXaTV9qi+GvCFt95La3ebj+x5g33lWaRQ5ppRPlXRJtQOj16+haITMlNYRjqm8DAuwNCxiNcuz7B9vYH1HFehBbiX64wuN6ntHqG1PiY4MMDEmzE0C2xcaYJSqKJLcayJbxkxOuvlbJkxVsAwxrDnWsLDSvXaZweVypHkCxPBSLDYEWojO2B05LP8nitjAicExxr3a7Nl/nJkCH/EobXo4WwaimFWbOII0yTbPhSCYxcmGHmzTTjgUR5rshoGLDw7zYZvrKBWVtHDA6zuiFlfXgZISvkj1hWXuW/yBI/c8Rr3/sRrPPi+A2yuLLLSDSjOK1Q5oDllFoP8yHdZCWRIyemkyVarV1FyOkg0Xz99A/pz40w9tQhK4S41EZECz0VXSzQnXLSAkaF62l7QFirZv5UW7J26QGvMozyrOLQ6nRaYAJRlB0/E7AlmeWTLIRrrBCKMwXWonKpz4Uub+R8Lt7MQD6SshVhLtBA4bcVip4TSkv3NTYgDVYpnapSOLyEbLZASXAddLNDZMMS5nwn5ezueSLsy2TC+3yu0RuORwQN07zOGcexAnfq0w9jPnOX/uOvP2Vs8xwtLWyguaNxWTONyKeuvKTKZhVBLvnD5XcgnhigshdQ3K2a8JbzEW7Jt+sB4x7YlnncNm28bcdjPGLotVGXIb9/+Fab/+kl+7OGX+FtjTzLuNDJars0vkOH2BWF+V2I0272koK0qYzwy9Ub7WzGCEMFmb5nf2fslfuWDj1HfIAgrksJNyzRmBK0xycht82a+Xg/5r6/dw1xcoaMdmtpN98XOdYxI+fDWkOcX324Pu6QXhrFc+jx33kFxf/kIP/uRJyn+8nnm/0aL87/apfq/n+UXfvx7tJcDho7FdId9Vh+p85Mz+3ns6G4qs4r524q0hyTlb1T4zNy70v1z0AzI9pVMHFRSVevyp+dvZ+jbRQqXQ5Z2l2hPlCisKhbaFQadJr+87xl2feJtZBc2fdbhmT+8g98/+BBLURnbaaymAlbiEt/dv4fHv3g7f/jyA7xW28Cbi5MMnujidBTdyE33q1JuowouIjJO1eomh4fuOMhNP/YWiz/XoDPkILsx2nPxZhcZ+3SJr7x0G+dbg6bSPZE9cFA9yrQOinpUSMka5UROxObsrFRCPS7Qin0aUSGttm3FHvXIOLGejK8oUqqFQSb97IZXZdbY8Y7x3KHXUwf6jIeBPjrKZalTwjkV4C4tsbplmKIfcvi1Tez4Zh158hwIQXeyijveTicgxuBZUpjwR4pu2s4v1A5HL48zfjFEBS5saGVc3dyik+/mpLSVAY0SQ2c6wjx7aSvBl4cYe/oC2nNpbh/l0s0ew2/HVDoRl28dwq8pGtOSBybOphe9DTXLspNUCkpq3QAtBQMnWrxyZDMfGX+dAdk2uCOCsuwwGw7zpTdvYdNLHRpbB5l9r2T4kGDq8UWOdnfxf314kn96w7cYchpMFmucLM5QWDF82lUVcGh1moHTClXycBoa7TrUdg1RfXuZcKTEyZ90+Zd3/hm7/QvYRtpX1eZGE8iQpvJ4cPNRDg7fhC8EnXfX+MX1z/Fbr3yU4sslhk5EjM3WiSoeuCqd28XYcMRjBE81dvLN79zGurdDFm4J+OC7X2Wbt5D+VkHE1LRHIOMEqsmUGPP89/TaQqTt7Rzinn330NxbPMttm41gV1s76XXj5Dxw+78noKYkK6rAS91JTiYwwLvKx3sai5gFlSuijM3esmk4nSQqV+eqTJzX1DcIbh6+yCveJLKrUK2coBxGPre/IY2tzpVC42vV836PYqQ2wnb50d95yUkis48PvMojAwewnbFC7fKPX/sEM485iFhz+qOCBzac5ve/9hGmn1Usb5M8+LMv8cyFLQSfGubw49s5/JMn2OovUE06atmckoOmoQoY8bYiz61uZ+6bG5g43WFpZ4D7Uwu0/vs4A2faHLowzcPjhyjJLu8beYuFD1VYDNcxfCRk4I8CPvu37+Dv7/keBRmmePjt+06wv72dicc9Dj61j6goGKrVuLyvwrsmT6dkgIIXEVZdPNdBBT6re0JmgmXqUYEXG5uZXIyQrRBdKlDfM0bpXJNd/y+89f6dTP3UKyg6qQywdcpasZdqQ7ViP7UvkXYS/nqY5hHzEsOAgWCkTtmBUf7aTWRT7HXUVW4C2fwV4LlroKMcPCGugELAHJzEdikx2HvxokDWm0TBMEuXK8w8pXGOzZovFAq0xj2GBmqmOCDH7ABrpEmV3mphQPvIIP7lVdrTJcaGF9PP9TR/xugKWD6ql5MYvtAd5OmLW2k8Nsm6lxfRxQILd41w6a6YoUNQutDi/PuGWd0VMfWEpHlTixtKF2iqAp6IqDrttNDhZGecPz16K8F3qoyda7GyvUR52MgCNFSBhajKYlTh9do6Xnh7K4P7fRZugcKDl/j1bU/ylTtuYaG9mYkXV1iuD/LHf/M+/sGmb5uoxxWISLPYKBGIkI9P7Ofzv+zy1vlJovlhtn+hTemcgUmWtwf8wv1Pstu/QBeHANuP1U3np3+0kyjm3QNv88ym2xhfiWhfLlKLAzQQlaBbkQSepDvosmvTbFq2bhgaPrPRML/3/AdY/4KiNeYy8sgsvzj6TFrUE4iYv6jv5cuzt/Cz61/i7uKJpPFzhkNb3NIOB83ZuML3anu4p3KUre5i+r7tsBRrYbTIcxIQa42aktT0/0/dmwZZdlxnYl9m3nvfVq+qupbeVwANYiUBYiW4gCQok6JmRjOUKNGSHfJYYQU9HjnGUoQlOxzhkCeksB0x9h+PJmYc9pjjsCXT9IxFciiS4L6CC7iAJHYCDaDRDfRaVa/ee3fLTP84eTLz3vequgFSjuaJ6Ojut9x315PnfOc730nxj578TWx+ey96r1qYROBfnXgHPvzvPIz3LvzEY/TtM8TCZROTkQ5+btE9m6B/vkK+kuIrX7odB16sITX1IlzJ5jnt+Jj9/IIrbCdg+aGoSh3TCT61eSuSryyhe6HAi+/NsHb4Ih77i9uw/2WNV+6XeMeDj+HdS0/gSPcS/tWJ92Lfd2r8s+MP4s/u+zeUNbackBIGXVHj66Nj+Ouv3YnDj9fYPJ5B/53LeOjAs/hcfx1qUsM8v4DqdlIn3dB9/Pqh7+Gx3z6HLz53EvbFAU6uXvLwCC26Nd6z+gTe/NBL+OIbb8TFjx3Gvu+MILem6Iz6+PypG7F+4whDlePQwiZeXl5HP1GABAZrE7xSLOJzT9+EA59M0X11hHqxi2c/1MO9dz+N775wFItf7QEANqoeVrNtH50zzZFFy6YmQyI0tnUHPVCE7RulHMwSVE0NABqcHUMzsd+pjcK2TlxQGvuyn9OA7L9JE3BdqBLozSmUGUuzOHmVOzdewOCsBoSA0MD65ztY+tZLMEUJIQQgBcoFiYWsDLKwVsCA5iB64S1rUUHh1XyIhZcEZFlj61iCG4YbvmjS0E5x2Dg3EnFx1wiDp0b7MPn0Phz8+haqtT7OvqULfecI6oUFrP1wiss3DdD7pXPYemkPksKiNyhRWeXV8M7XQ5wrF/GN89fh7HcOYP8jGrAap9/Zx6F3v4Tf3PcTzwX+31+8D2dOrSG7qDAYCWzeXOOdb34Cf2/1URhIfGDf9/CP7z2O4fMpVGFxedJDbmnKi7CAmhLtEwCOpBfxDw99HtUhhT979v0o9qxh8PRFQAhMDggczS5iw/QxlFPKTmyGi3oBlU2wrMZYVwGXZsffFTWW1QTjIwb7vqOx9q0OvnPHCfxP9/4F8ntS/OEjH8TinwPZZo2nXtiPlw/tcee2xsR08N898ss48NkEVlmce0DjT4583XGvDSaOJ/znjz2IxS/08ZEP3I8Hbv5poxcinlzENjIpPnLurXjky7fi0kMD/P76F/x72gIjm2BF1iiiSHtXeqWVeNPay3h4dRXJWCHdtlh6RuDJBw7glwaPe156PDUJoPR8bBMczy6gXLawEkhHQDqqsPcHNaqnE+geDXxILyuMTQercjKf6SOsZ78wLCNb2Qp1iBpIUc1g8P4z0THRcWuvUXROD/Gvv3M3jj9VQViLhRcE8OQqli7UOP2QxD/6pU/hus6rSKFxuRogGQPpqMah/zfFny2+D//NrZ8A67yH8y2xpRfwl197Cw5+zWK6qpD82nn83olvYFP3sH0YWH/UYvE50pBJhcZQUvBz7/B53HDbOeA2WnyGaoqJ6cAIQY1KKkcqaxzob+KCPAKTSui9QwxOT5H8yy4++qZ3Qt13GW85eArfe28JK1YwfLGAeKSHRy/fgRPPFLCyxvZ1Q1y4XeHB+36Eo71LeONtL+OFG1YAAItJjsooL1nAgzjaPSAFEkeTJG32OmLThMCCHLy2JH5mIDAVKWorG/MpWHm2NGFU35WknK8J524hPL+TCfpMiYxTD24WuLCxgBOvlIC1WP5pgez0Zdh+F/rwKtJTrxJmDPhUJlO1/35lFYwOJ4dPVLZpAWuxfRTYk00ajQTArFY0p2IcvR7ub+Dxe6d4OVvE9i0Fbj5+Cs98+xiOfabExdu6yP72edy9/hI+9911dM/nyJ8f4gsrb0A/KZHrFD8+dRCDH3WxdErjwLTGxVtSZO+4gL97+Enc1DvjdKzpZv7gke/h3L5FaEispSMcSS9hWU2owQkK68kWfvPBb+DT192Mhc4WPnz0W8hcVCErC6sEOt3Qaagh8JFX3orxp/ZjbTvH9MQedM5NUS5aPD45iEfNcWyUPZydLOKFM6tQZztIpgL58QK/f88XcV//WSzLEpdM1+vjDOUUZr2ElQIrT4zx5a/ejrf/7adxMLkMe6kDYSdIRiX2fW4Bf3L2N9DZEChWLCyAg48a5CsCk/eM8V/d9jBu6pyl8XKQ6IsaZ/QQONVHMrFYyEoXmUqvIdOV2rNh2PqyxqTOMHhJ4Kunr8OHVh/BsswxFDUqCKQwKJycAEMwPK5vXlfuisrxh/s+h9/+lW/ifL2I8/UQLxareGwdQJUAACAASURBVN/SY14igDLO5gNoIDB0UJyoBVRhMTxtoLsKstA49+YU0xMljv0/CXqvCFzSCziUbIShHXP2JX6dIakGswbsYJozUhVz5V22xaMjeTg6QVwugEkFkqnFnqcLjA9meOmDNf6zuz7vHXsFhVv7L+Mv3lxi6QWF7sUS2w/vwXePn8DbFp4GgEa9qLIKnf0TbB0fYnRjhT849h0sqzFx2Y8VMJnCwlmN56ZruGs4RjwcfkWNAVAGMDEkWV2KBEuKNG8+++otOPvZI1g7VeGVtwwweM+reOWFVax9W+HQVyawX+3gkbvuhLx3ivGvb2Hr0WVkm4DuCLz8ji66d13Creuv4K7ONkqTYLPuYUEVWE3HDbrjRGeNXhy6DmHyEst4M5zMUftSOsW47vgh135wNqj2mEoN6aZrGQiUEOiqUHOsLEkX/EJh7myxJGssVAWQRKY530V67gKgDbJz26gOLeOF93VR7atw4DPHsfzoq5juFVjuTLGgCs977SjTEFni7tSL0z6ysUG93EN9qPAXpW1tB8/iYQoWBzsb+Pdv+xbOnFzCgirwyWdvw8GvamrMeWiEf/fo97GtuyiPliiXUxz/ZInNrx3Fxa5AUlgc36ph0grn70ih7tvCQ0eewT0Lz3stbO6GU7A4mF7GkfSSl7cFiBFjIP2D9o7hU7j/5mfBcyw58rMSMJnCsDdCbmlizscu3IMff+YNWLxk8NJDHeiexdFPd3Hwaxpfev4+pGOLzqaBmmrcMKlhVQ6TSZwfdfDdG4/hgf4zmJjEt7SXAujC4PrD51GsHkDv7BTLTwGfe+stuJAPsPyEoAIzgMVTOXTWQ74OHPiaRjLVuHB7B8f+3nP4h4c+T/K7Hhs3GNkUTxYH0TsncPkW4PcPf8Pz7QOGzDo8IQLvCovbF8/gWXUj8I1lfOzIPXj/8mPoigrratyI/OdZHDmnwnqa4341xn41BjpnUfWvnp+wofuQFSBrC1UaWCVw4Y4+bvvlpzBISjz5hVuhioBP51bN7OO8SHyezSu2AlRwpeOhjtR4W9SwluFQchn/4G2fxz9ffDu6P+xjesDgrrufxh/u/S72J5uYmI4X1dufbOCPHvhr/PfF38KRT6fY81SBv3z8Ltx59wuePQMQY2hZTfAnb/o4vnHdSSgY7Es3yPlLoNsvAauQbVV4dboIsyC802QtG54/3Hc1qq4o8fWtk3j4iZux5+sddI3Fq/9BjgeOPIE7hi9BHjP41ptO4Os/vR6Lj/Sw99EJzI8UNk4u4dK9JW644TSO9i8jkRoLqsBSQvfdpiYopiNqTEzmtV9SqRuDdLWd7dwm/ZmgOzOqux56kY5px9cHCAq4ACEZRhBckwiD2koYnfrANxFmro+K7Zpz7oZTSUnpCq9QxnX2GSuQbglAa4zefBCn3y3ROTjGG/c/g35S4qv5Tci211DusaiN9E4RmO3Q0yCHcHnUx5GLJcqlDKsrmyT4lRQNDGyeacdtV7LyjUup0PjuxlEMvjiAyQzOfKDEb17/GJbUFH1Z4rfu+DY+vnwbJs8uofeqhKwA3QEmBwX2nryAXz3wNA51qIGKF6W+LDAyvZnfZ4lf5tfGgl4aAosyB+u1VzbBq/kQ6ZhunkmRIbcp/uyZ96P6q3XsfbFCvqKw8rhF72KNdLtCMqlR97ooFiWqgwq9i3T+JvtTXLpN4P4Hf4zfWv+Ww+NrH13yTM9f2f8j/M+3HsGBzRTLzxZ48n+9GdnIYjjWuHzzEJs3CPTOAf1zGlJLpOMaF27r4u2//Sj+vuOXj22GdUeVrCCRweCpyX6UQ+DOdz6Fk9krWJE1NqNr1cbLtRXIAfzq4vfx2fffhO1P78fDH78H/3b5LpiewR+84zN478LjO15npjGypYI46zxOLxVAboUfU3clmqaBwKV6AbICpqsK4t87D6k0fmXvT/GOhSfxpdHN+EkmkI0sXixWcX/vp76g+vM2plUqBxexxSybe3rP4/Z7T+Pcm4dYTbb9bFOG0ng7Y9PBTZ2z+J23fRX/m3wbDj+cIHk2w8adfcRDPJQwniH19uHTvsPbCKJL3rh+HuePnMDg9BQvbOyB3NtclLh4qkCROw+sOTtdArZSXLq/wp03vIC3rfwU+9JN3/B068JZ3Pqms3juxjV846ETkF9axt5HJ1h9zOLMbSfw7HvX8O5jz8BI6qepQFx5hmbnzWr1UbcV6DtcfWIyTHXmWTUMnwyT3HPfYwfNNbyYHcMUSulGSjJEU5oEeU0T3K5EhbxmnHsb35QI+txxceFy0cfwFCCqGpM1hTfe8RyOL1wEQNXqW295Cc9eOI4DX9d4dOk6DO98AivpGBoShSYdCsbHUmiMdQfV6QHScxexdc8aDg03/YLAzpUm1LMiY0APSTlPAIZu2CLG59cFNm4BPnjr97GUhExgKZngPzz5TZgbqKg20l2iVsoSS2oCljOONW0Y/+TuPACIh1bwuDLG/zj9zW3aaFgp6gTCALIymE4z/PMXH4T+v9ex9pNtCAukI4Xpvg5euS9DftLgxMELuGv5LI53L6IjKzw12Y8fXDyMu1fO4B1LT2KvGqHvIrKOg02MFf7f9/Sew/aHvoD/5fjbsfyDFKq02LhRIr1rE+879gTe2H8J39s+hk88fB9Wfmzx0rs7eOCXfoRfX/mOj1IHKH0RUkPgoh7g08/eDHvTBB/a+20MRYWRkQ1ZgFjal+8tBYslWeGf3fR/4p+uvAsPP3kzsJVi//GLuCUaazfvcWlj2ZUlB0+UTXLsytEf51msdsrbm5gMsgLqvsAD6y/it1Ye8dH1giqoIW/D4Gy+CAB+4Xy9Ng+zj2mUO81f5Y5kDYGj6SXw5CctGNJJ3PkxyATdc3f2T+GGd7+KPz/xIG7oTrGaNBvfml2rQQiPMswUtyyexcevux6D08Dkx3uwfX0Xa8mWk2GusakHmDg9mlRoEjGTwPvXf4S3v+sZT/WUwmBDk4JgBYUlNcGm7uOG/jnccPIcXjm6hE/cfzu63x1g/zfHWHy+g6+88S6Mbqpww/Wv4I49p33BlJVf/WAaw/RdKojyoBT+TKq0/y47fz/YRgIdWWFbdwD3zPBwovhaSMfCq62EdCJjLFFAEiy7u+9rxrknwmCqU8KbhHUrFz0sTJFMpcao6CAbW0BKVAsCC2nhHWdH1jg+uITpAynOjQ5j9VGLr+85gQdP/BSDpCBc31OyyMlvVV0svOQGABwWWO3QtKHcpODB2QC8CBJPRvfaMlZ6J7/gGC+3LL6Cg39nCx1ZYS0dgQch0O86nrSL9JfUFDyEQQqLrij8DcQSpgA5c27VBgCeqcpyxOzQJrYDIKTAgTdOY/9UaaCmFczLC7j09QH2PbYJ3UuxcbKHi3cZ3PHG5/D313+EQ+nlRrSVCo27uqfwWyuz106BeOf8e0ErvcTfGv4Qb3noGTz+1sOYmAzHsgtuKAVBRTetnMV9H/gpHnvfUdzYPYtbO2fo+KxAX9Z+7B5p1yRYlDluO3gWb1l5jjpL3XGPLHVztp2YiRqISINd4z/f9zD+4/UveRph17FjGhRPYQHweDsFCI2usMhZyMmG3yGeO8kIt4XMwpxX4SNk7e4fWVPW8qkv34XOu2r83eVHAw04FbBSuO0n0NAYiLqBpcfXd55qZ/u19nslmotRLNmb26Zr6IqKoD8rkbe+1y6YdkWFrqrwX97wKf9/bQlSYaovLBr1tK6onIPXONS5jPGJCtUPMux91OArbzuJD+7/LgD4cX1cvExFjb6Efy76svSwLneQ8qziIPRFU86u653HP3jjl/HcyXV84g13YM/3E+x7lJRLp/sP4NNvOILJQQOzXGNt7xbesHIOK9mYCqpWYVx3MEgKdJ12P22bHPhG3cd6NoKEdWJhysNJo6qLlYygwKlRXjOmMEQW4HF93LGaV4TXS5Y+N8rL/u5m14hzZ4dX+3SEh8eysZD9/oURfvTQMqw8gMkh61ktbJWVeMPSOSTvM3jh60ew/q/7+NpNb8LyW17FXWunkSpaPGpDkfPTl9ex56kKNlXI14wXw29LDwBO3Mg58/hm5midb6KhyjFUOVhArLIKnehGbjsgWrWbGUFsHDmxzCrryEvIUHWHBdwNzVob8W+dqxdxYXuAA9qgWuxgeHID6c0aT92+jP7aBO87/hjuWXge68mWG1AcpvhUkePm13k/urv2apIdSbaw2n8aGgJ9t2AU0TEeTS7h+qXzHtbg6H/ilPb4OJj18cdHPtU4hx5v38FmzjeAJVmhihx/vkPUHf8GsxraWWbTie5e5GJHPDEZZG1hUoHBSxKf+MRbMH1/ht9Y/RYNXibWLbbKHjkyax3dc3fIxzeYzXHer1ce+WqMAh0KOrjOwz9HETrVgsam47tTY+MGOAiD9WQLH37gS/iXe+7HwmcW8MyFNeh9VHsizL12g1KUoxKHZ4dnxEr/f+H/zwFdbMZK7M1G+N37v4rn37iGb54+jvRri9j7/SkOfXEMOcoBIVCvDnDq4Bvwk70K46MW9YECnX6FY6uXcMPwghujR/f2VKc4ly/4e0XCes57Cu0lxzsRM5AXup6qCHpxA7L7CckZsISwj+yvcM8D14xzp4sQ66xXhqMIx1xwfy+mOd55+5P44b6DODkcYZAUje2kwqAjK1y/eAHpOzSe6hzHoa9UmLy4F//2gRXcedMpHOw5zrjOcOmJVayduoRqpQ+5P/cdZbwCx5g9z41keIRX4zhlV7BIZeUdYwqLHIn//9WYdA7a/26UxdC+SefIKXoPBUeeGJU0HPwP86P4zsZxjDd6gNGolhWOLV/Ghw99CfoNAinCzM12UYhFnoxLpVkg7WrMqxLyQmkpgo0jSWp8Kn10XpnEswRiKh9/vrISy7JsSO+2h3hcjfHwDo1ZZz3vOOA+r+b8Fh8j7+OVMPfUZamyJM7/9R94Bt9//AS+/NG78Pl7b8Sx1UtQuYWsLMZ1hgzay1/vtm0+D8zAgEXjvtmJD//zMA4ueC4tEFQf+V7k6L0rKsRrlHbECQ3SyenLAoezS/jTO/4KXzxxM/Z3Nv01Ki2pQwL0nPDou3AOwpPDgQg9Lxo8QJs/B9BvcUR9+/A0br/5NJ49tg/ff98hnDmzgqUfLGHpuRrJRKNzucbw2RHE5wrqNhcC1do+PHrgCEbHJIo9FqZjYToGS48n+KkBIFxvx5JFNTSQhYRerJEuFTi0uolbl1/xVEliw1TYBtBPSrACJDt2DkprIz0Vcze7Jpy7AHzHFnFHBZQIM1Nro/wYvuV0ispK3LXvNFJXOQbCxerICoVJkckah/ob6D7wDB7dewz7P2tx3V8anLrxBnz/zTWOnziHcZlh73cAlBU2TvZw86HnG1E7PSA8mCPoQLAEQRxhp60MIh4azYXWOAJGa78D7ma8xjMbPzAD5wR5Dibd1AlyF61kQiNFvB8UQV2uBnjqwl6IsYKaTCGWU/STkqAeG1LVGIYhXNX49JcXOcbzY6fhfy0SpfL7jqiFX4Qou+8oXV5VEsFxMZWPt8kUx7Elx5/C+qacoNsyC0vQGQhTmjgDYouznnkRcWjm2Tnrio9tN+P9SwUw0gke2ziEdGJRLAncvfwifu1d38P/cOghyM+v4fLFBSyeLVEPFCZV0B1S0XHHvz0PimofA4ArFmS9AN4uB9Ne2BvPn+tHoeOsfXABoAFL0ni8sA1mwmhX22LyQGUV7h4+7/9NMhr0fPBM4a6oMLYdD4swFMOUzp2O0d+/Al4Tnj9/sLOBgwc3YA4KXHjTAp7e2otCJ8jrBM+/uozs1DIWTlssnK6RbZZY/skG9nyvBrSGyEvYbgahDVDVJHMtJSAFoBRgLcywBwiBfP86Pvuug7j77U9imOZIpMbUZK7gKlBGsIsUFnmd4qWtJQyyCgtZ8YtRUBXuAZ7qzImEpb4IxcqQqbso46j1tuc0jbd1x7Vm0wXy3WBS4HB/A8ObC/xg5RC2HlnB3u9X2PfIGONj+5B2JBYf34AZ9nHxDot7+hveyXIEy40KhUnQETy1KTQusMUQRgqKkrRbsPh9gCM7BeNoTykISuFhHBR1m8aDoSGRcfMU0BiGXbnBvArwDp9jlwr0UD03WYP5xh6snqcnarxX4eTCOWgrPQYaY5IKBiVUOAdCQ1kbqI6YdexscaronTaCOqGfKWlVoPI55knl6g48dYk1ZhoLBIBJJA/AvwNgR0QkjtAJskCj+DnXsdvmIsAF03g786wrLPL29xG6ZStLFMSzm4tYnRhMVxOspSPclJ3FP7nlY/jo/nvx8OfvhKpSpGODM6dXML4xw0CUGJkgnsfXom28WMZdpo3jclkg89rjrJCzMs7WNMI5r2ziceywrXBP+2DFFVbbQ7I52+UsjfWOWEqDnwEevBHzxXmuAm9DWxIjgyDaK/PdGeZg9k0cUPHr/F7Yb/fsuvOxqXsefgWApWSK+1ZOhQXzADC5PcNYd3zvx8tbCyie24PBywLZlkX3skG2VUOWBmq7hNAaYlKQJHmaQG7nsFKg/8wUh+0aXrhjD25aPofFJAcMoKXAMCkw1amP3AHgx6cP4tBfpJjsVTjzUI4bD7469x5kuyacO1ttJbSZ7eLqyDCM2pP8/U2n3N8SKeB4oOSgO7LGVt1FT1V468HnceaXL+LxO/dD/WAZ6z+ssPD4OYi8xNY9h7B2w8WZlLdyDoi3RayUmHLHqz9FLf4mhgBcY4i3KPpih08PkPROqaEbEvHaDQIUwsXTTPB3wkLgdedhghKkVdgqu9jzVI3+6TFggK2TwNHsoscwtZUNZ6WYEXEVHOqfp+0Wgf6sVrhhCh2hd9V//3kbDxWJ/19ZhSwhTNpkoYloRU3w4fUv4aEPPI7/44H78IPnjuJNJ06DJZu7ovYLKzv2RnG1taDM60Y13vnPLtDtLNiYFKXAjENvR/faStdEFqYu8etXY74zFqbx7xDNR8GOCM8Gb790apM8zKMC6biwI48HfzP+n9vES3bzdrQQPvNn5lnbUqGxlEyxlExxsLOBI/3LMKsC6XUE4RYmwbl8iDPjJUilcWa0gKLIUG4OkV4iwUBYOg7dM8ByhQeXz/tsg36D1CM7EIBOYJwsy3BhimKpg/VvXsD20XVM1rOZ/YvtmnDuMwMIhEWhE9+1ysYtuRLEptmo+oSjSU3zT11LYYkEiVOB7MgaPVVhqlOcGFzE4es2cOHQAp64bx9efGEdy49LbN5o8ZY952nljPeD4QhrfLE3tlj2VwOuiy7cSPNuDimML1iyaUgPdzA0woMJ2oNC6HwFHZUZ4S43EIEiTdLL3i47ULlx82EF6oNU4S/d/jPzhi0FF48Th1fudvV+fnaljrufxfwAiyvg638T1qgPgCYf3bh6Hs+tEvWoMCmGovIso5PZOfzjox/H+UMDTzVdliUmJvEwTBj1NqfZbgf2TOzY29eVX8+gm9/1ETIVJSurfHZIEKLxMEus3f56jCPtRsMiBzl83SwFLu2IHABym0XBXrODnI/fAL7x0AjOdOk4Y7YQ19Ri40UgnsLWl2G4NgxF+guDAmudbWqg3BO2sVV3adiQVQGNcOdrmOQY152Gj8kkddhzJ+v1Kxfw5K8pnL97FYMTl7HYafqrtl0Tzh0IPE+41ZoJ/ZVR0EIgdbza0iQoAe/gE1fQ5Gk0BgKFTqAlRSkcydeWOssWZIFOr8bewyOUBxNs3EWi9+vZ9lyGDH2XB2EHzJ3/ji+0jm6QdtTCDnOeKQexqCgC54h+Hqsg/lu5xQKgh4sUJZsa2hvTLvYW5NxNppBktefJMxY6z2LqGD/cfxPRPG17/na5KNteWOP/x5i7fy0qPvK8VTbZer/9PWC2Eaq9TX/+WxFyNWftiOsCSlgoa3GsfwlPLQjICrhQLaCCRAnpG8AAYJ/aRmEVSsjQoTonGt6pZjDPwcfGjjReyLUwM92qfnISOBDg9909imavBdz/4/3igmt732SUlXKn67x6Dn3HQEP5+7KpkEk0BI7O+bh4FF8bFmUuPABUJkUqQy0pFRpaSGzqnicasHGvCx+ngcDEzZqQwkIbqlH1VEWyvahxue47pg7tE7NqxrqDniyhITGuO6is9MEoyxXURiEHMHFSwDetv4p85RIxCutfgBmqArPjw3xxLYJg2InHRR1+EKhNV3txHiWIN2ogAAkkQlPXWMQKGagCg17hV+i4QMGFRK+qZ5XvBOV94ZtjntNuj+GLrWpxiAnXd2wH0cTb4yJsxjzuCNYBqEFjHgacihqpUOimNawUEEUFkSkoZRsPEA8u5t+J/5aC8HeA2Djx6/OsrfG+2/u0j6GNep4TIu6/9jh8bO1iamwe649wfxbx6s7Z990mz8fbDKyNEFGmDsfPrUIO4YdrxMesRCgKl5C4s/8CPrn4AAZnLJ7e3otqOUj3xteApXyNg3faDVq8Xzudm5kiMqjzGwJUV7ECmZedFt6xs0OPIQ3Y+e4izipjp87F/74oZqCU+DtZ5CylY3tx4ZQJDcotAjR1tEbpXBdTMOPmRCq2hmenDSNVJkEBEeRDomeV62axWGBflv4ZZ/HA1Kk+AkBflY0gzM+3NSF7oMCRFhoJYu7Q+xmGDjGQlhbIUd31zCwDgVInPpjhYiv/2c2uCeduQbRE7r6KjTHL2LG3U+uQ9rJuA3NLmwwWIESj9MPUwtsRQVgstq7SkNZe9UiTWBviip8VAV+cP7g4bKe0ChmoeMQPXvw71CXoZjRCQyOSDrUSFy8tYDmvCZaRAmla++3OM+7ezaC9Y78am4EJbBMGaTvvvqh9IbXJ6nB9A6/ht4FmNF9a1wNgXRNcVGSs5iwiu9n8Bif3HkjWl0XCYlrkPEthcMn0KZrMSPL3ucur0IfFz9yFOrPfEP5+aZ97hhwrm6CM6kFMe21fd55CxjAeYdvwfPYwLN617Qsq1JdWYShNA85hY1gnN6QZ372CMDEHNty4V1mF0tGMAUCLJqOLu2eB4OBToWGE9LWzNtNKwWLbZOg4GW7uOuX9bxv7mqpFGAjXIPDRe7LCRtVDKRIM3CzXQidIROr3kUaJqgA1A8hUTYO2LVORr84hXRPOHQiTmObxwZkn7aOIBkWIqU0CiBYGXiTaQ2RjR2qgABOaBNpFponTh+CCavv7beOoJaZV7fhZFz3R8Ntk5phTNxCYeDGEsUswVS0Ur4BmAat9DFIYWEusAFgLk0oc33PZY7kS7XMtQ4QqDJSdX3zbydpOpJ04xu8XjvUSw2H82ylso9HpShY7bzblKJSlDbK7NOvSvmYH34aBYstdmt8V7kyJ+bAO2z43YzQ/WsI+k+Dy+SEmpoOBGl+xIeu12E4F1AysRUQLfOrx6brxvdj43qb3DViMjh20/03vRJUvzFc28Y6d36f+hspH91SjCrNJY+NMlwusxjFpmNUWHHjTwRJ7TPlzQM7Toi9L1wAVqTp6mCXC1K30sExl0rnPtJf/3qHGFhs7aO43ID14Otaph3aMRyGm7unJHLQMUDBa21mkY55dI86drHYnOHPRedzhVVkJY4SP4NlChd96J09kf9VouOFVUaIJo/C2Yhogj7mrOBOAblbVrfTvIdrezI3SWqjatDN28DGPPLYgPRBkE5gqxlZaBYVAOyMqWpBrNVZiuDiFVR3YLEG+luKGHg2LjY+JjVPU5si/oNLZXoRUK+qJX+PX25+N3+PryZK0EHBFvDCYgCmI/rz4lL3d6NWsmXDWx63/nElwA1PzXMeZ0PxhH/weG3dTc/RXegfhnAwvKCJEh/zeuhrjD+5/GP9j+hA63cqfi7ZcbwNWiU7fPPmA+BrMdjlHDKqIATOImnh4GxqysS2GaPy2/LlkaiJRdSvwa8rDMbnNQBJfzVnBlVUobSiYahfkhOtRe543OfUMytKiwgqMMYTJOi6wxjttBeOfU+Mi/coSk4ZnF3dkFZ4dd4+TXk3m63oMwfLr8bMhLV1bFg2j36L3C9dhzVICYwfjaBvuVRk5+sIknkyyZbowrvbI56E0CRJZInH6NFLsnulcE87dOMxMOuJ+Jt2DISLcSnJnGd9wQf+4ttI1GVEhQ7Wcv7Hw6Q6dlPC+hParoHIro7TuogpuPHG4v6NCxqu1thKppYlNsaOMHacfTxdRs+axUBhXBUJXH5t34m4hYPybWDWVO5bZKAoAFroF6oUFJFs5qr5wzJ+Iy8wF4WiH+OGOI7gSClk7qIwiOnY2MeaqrhBhhL6C4DxNaxHgWakpaBJTBemxWDpXzYitcR4Zz4/+Ziw+NoYkGg66BSuxcaTeOI455y7eNr/Ofy/LGu8ZPIE3PHAGFRRW5QQT16Tlz90OhdL29udZvDj4328EGtJH8IHX3pSX4Pfi7YXjpWIq13vGUfTPDtg7Vh+x033r5QgcIywVNXIEuRGWLwh0YEeLhISCdEqQNCg+lTpqrAv7b0AsOmVtozM3Jj10ZeXpkPGxAqFpcVt3sJRMPYPGD70Wwi+Q8bWvTCj4+tes8osAN2kCAVVIpEZPlZhqitQHSYFx4VQlQZF7rpOGzK+xgoZl72LXhHMXIpxYmjaSwAjTcOAAUOgEBeApkj1VoSdLbOsOMWxcNyukRiJppS0ixoyULEgWQzPkXHhEVqVDxNMRTcy+0eYM27jYsRRBHP1ykxEXfOAigBCJU2pZGdITKW2CTNQoeSCybUYo8yx+n/F3fh0Ablw+j8eO7UP3FRJbW01p2MH85h12bhIQ82oWre/Y2T0rvWOV0LtADJVVhNtC+6IpO7Z5xc3YyVPBvNnBFy8q84Zk7GZeWkCElDe+V2S0+ABwGVeItHfd9pzIe2wok1yUOYaSGpT6kQDV1Rg/M2X0/OwmMTBPb3xsM3B3cuVZYeRWd2KtNI7NSjdEhYqmHI2zEFij2OogFGpKosw8c0XN2DjCZxmOdtbM+zqxHf/c0azXcD/kNoG0ppFxfayvuAAAIABJREFUMkQoo4CkkY1H4l4x9Tk3KSADTFs5OJcyihCgzINtvJyKExcEyKlPReZrdLVRUDLISwxU7Qd6MBXSWIFuUqHUCrVVvzh67qVWOL297P9vrICShBULYdFLSHQnc9rIEzeOqp+USETXO9jSJBiokk6eTsFKkpl1hTv3usfPIZBFuBcbq0dyExNPWZm4DsEOalooXKTAqal2GB1fYn/DWHrgCr7JIgoid34yp9jAoETiRciMi6YyUVO0OqeYwhE7Y5tUgHYSTsLgPXsex/A/yvHw/nugexYrydjv3zzTDhaBK0g1YZb2AJU5i04U7cUUx51YHXA0vxi2MmgOe57dx9nibViozcxvzcPjY2PMnot2DI2Eubshu4m3Py+Kb283ziQAWiByKGTu+nDabxz3Wb+GWgNTVP2+7fLZmP1C+0ETl3JIjEzP4+ghIr2yc2eH3hVx4EP3Xsw6IeYP3aMT00FfFlHXbtMNMQbPHde0Xw4qFE5nBYGQ4PXg3fOlQXrsxnXgstOljmfl7jftOe6pWzwmJvOzjPuydO9pTHVgzExsBljj5y8DoGfSGt9J6qVLQM69p2jRZmdeIPFIQ8c944VJ0VMlaquwVdMITNaCz3UK1pXJlEZeptBGIlW/ANoyVZXglY0hhACqMoHg9NrQyROC/JpKDKQy0LXyjj/NaqSJhpIGlVaNEwuQE0ikQaIMqtph6NJASQsVUR/5O5k7Ybx93t4goYtdG+kpk4zJZbJG5mCjnqro4XWqbok0Pn2KnSI7i46qG7MSeeGhIR2lX1CWkgmYR6yEwZKaYGS6mOgO+qrAihpjYjpYUmNs6kEDr6+swsneOYx/+THShBYGF+sFbImu1+ngAqvhIlLEsWclPtaZZyU+nq7DTpEXrFTUGMocE9Px3wUCiyE0WFFan0J7ZgU7lLjrlp2SgnFYM2lnD2Tho0NfR3GXnh907rTlRrEgB2t9Z6h3ehYNpgh/nuAl66PAGJ9OHT1Vg9gucdTPUgqMyTc434CX1S2gMDJd6rJE3WjkyW3iPz8GSUKw2ijtg/QYdLzN0KgUInJy/k0WlLHSN77xtebjzG2KIM6lGjICvKgQjVZiy3RJ28hBMgStBIqjgsXYZFhURPuj2bDbSEWNkek1hOukY9AMVY6Ry3wNjNsfDR5dx8+t5+sjUBnbBXaiLoYxkIGckZJYnayRGu0L/HGkzYOwUxW6UBN3vtl5k+wJqz3W/m8A2Kp7WEym0MLS8CHfL2P952qrXJc7cdsZRmbBuExqbJQ9dFHR67C4nM8O8IntmnDunazC8bVLyBRViUunHwOEyKc2EtYKv1rF8AnL+JZaIVN08QudeDW1RBikSqPS4YKlUiORBkUkeM+Kj4VO0FG1X2SsdUL5wmJiM5RaodAJegljXm7OpBXIHX0p1ykqozBISpQ68cXitmWyRtfJDJcO5yu1Qj+psNbZxqjqYqpTrGQTJFJjVHUx1hmGSeFrDR1ZY5jmmOoUi0keafS4TEPWDterMEgKPDPd12AWsAIm1SvCwkX60gqFSbCY5FhLR9is+9iqu0ikoWk4IhS0Rrrr/z1UOUa6i8IkWEu3vUPlh6ow1GxVuKJWXIzOTYrCJujLsjHhKnNiVFycW1YTbOi+d9ycrnOKTrBJ7TFQLojFv8XOPRU1TpcrSEVQyFxLRm6BSsBDmruShpRzCt8VFTbdQIgFlWNiMiyriYcWcpu6wRI1VpJtPzwiROr0mXPVItaSbb8488KRCo1N3cNEd3xxby0doTApNnUPS2rqF5uOrPyixRxuANis+56TvZRMoa1E342fnOggmXu57qMja6ylI3/+WK/lbLnsX9/WXSypqXekE7dtJQwmOgv3lAyCeZzFHsg2cK5chBQWp+waFlSBTd3DUOWY6AwLqsDFatCASmNnuVH3kUnSeCpMgnHdwUo2xlRn7jkZozAJRlUXy9kUNHi6g56q0JE1zkwXsZTlGKgSW3UH21XHB3QS1jvo0ijkOoWxAhcmA+wfjJA4yLioiXc+rVL00gqVVqiMRCoNlPMpo5wmRHWzivBzI5ElNSqtkEiCVMaTDjqdComiKlNVJehmFYoqgTGCCCTSwhhBge80BaSF1QIoJZLLvwDDOqSwBLFIg0QY7MloLmhhEu8s+53S43TGysZw2ZgRwzMHmU5EnV7Sr6J8gZJWIwJAKyk3O/VU6W9SYyUGSUFSm26F5hFa3KUaVlqXYrtFZEHljWiPjSMansLEkEQ8iEBDwnTDa8YKyH6gDnZF6fHNviy83jvPmWRME3BceXfMXdcyzeqSHNlxJO6japv412JZBI7o6JwZsOwBR99KGAxECe6UBeD3I94OO+OuoJoEd+lyNDwyXR99x4wO/mwGDZ02C4+8gAQVwrD4GCsxtpmXf+D3uLh4PLtA18TtT/y7JVSgEKZUyObzdCi9DAnjBj/T8XAkGystDkSJi2rgz008IvF4dh7aSuxVI2yYvj+eyiY4lF7yGRNfx1ymWFKTMPwC8Nc8txm6gp4XBepg3pfCy+1e0oOwWIkauU3Q5UxPEjRTWBL5oiEddE2HMseFeojNuoe+LCEhsK272K47mLr5orWVGCY5NqoeOk7jnJ8Nxo4vlAtIhMH5fAGL2RS5TjFMChgIDFSJS2XfB3WkjkjdmgtpgfPTBbDkCABM6xQbZQ/jKkOlFbZ7HeQ6waVpH3u6U6RKY1qnGKQlFtMc5yZDjCoKQjamPWgjkCW00GYuSAzPqIAAsLHd81l8pRVSRTW/Ud5BqRW0EUjdfGZlqDqjpEE/I4zcGIl+p8SwU/igVDvoWQgLJS36aYWtvINeVmGpl6MyEtMyRT8jSDqvE+h+DiVDwDlZ+xk7VIUQXQBfAdBxn/+Ytfa/FkKsAPi/ABwHcArAb1hrL7vv/BcAfhdEpf1PrbWfudLvtHEqGRUMmOYIcAOTQYLQvepVA5nVgiBbABDFMnVRT20UtusMqTAYJMUMBS4RtN3aKvRECSUIKwcIcpGGnDcj616HwlXJ+9LpPbgUtnIFFY6q2kZR7pQaOZC4ogq95wtBooaC9Dc045GLrsmCuMrJDCVTC9elKAxggKGiRZP5yRQNa++QOZ1edMfArwPAwGlol0IjtbWHVtiBDUSJrq2I9uZS/RjeSIUmZw1Jn42KtV7h0I10407NFTVx54Gvb+3hD5YT4HuGi5qMh/O55g7YVBiSsbAay7LEK7rvp0GVoNms62rki6RjmzhMnP7fta7xCxJdGGi3L3R8GiOOzmXuIYGU9zPqLOXfoH0ufWDSFRqXdB9SGKyobXSFxsRlNwGWsh52iRk4MfMlbj7iQmk8NlLB4rhjWfG1yW2KvqRInhcAyn4Sv2gdyS6iKyocSi/jRKdL4/cEjcfjRW1sOh7iG7nB0lSDomO8qBcwlFNMuh1oSAyWKHDY0H2sJyOwDMfYdBqZHbXsu6xkSflMgOE4DoximiM/BxOTITephzXftPgSNut+4xlUwvgB2AD5H+46razCaLWLgSp8jS1owlN2y/W9xWSKrbrnA0uGcy5WA1/z48W+MFRn4mzMQEAu0jVlwsi2kxxgVk2sEJlIg0md4UnsbFcTuRcA3m2t3RZCpAC+JoT4awAfAPB5a+1/K4T4YwB/DOCPhBC3APgQgFsBHATwOSHEjdbaHdF/KazHsZmCxm2hDKvQKq4ajUraCgyS0lekGfrgv2VMf3M4Wio1FhLiijLPlDEudvQxBq4hfUMUQxRLyZQgHit8BxtfdI/H8g3mmDL0mQjfjYwH+KZOUtinsmCxJsdicJCEdk5/7CJ11ojhB44xUY66c0MwjbZBoIzOtUTuHEBXVMiRev5x5jB1xm7ZabOlom5g0BVofzNoSNbjcPAAO6KhzP2/2anGTqohJ2xnOfLshOn3jT+f7Nj53xUi+QG+ByD858YuUmVHHhdnubCdwSDmnMf7zbx1pnkaK/z2eBup0H5EYGUlSIfeYOKdKjGEYk471z3oXpOetRLuxXA+4l6EkIHMNh/FGRKztFjniO8xep+46ZxJpJy1gF6nc5v4+427oT0rxmVvPKISCLpHfP6Gcur3gxd8vi+0FahcOXg92cL5mmfH1v580n7BnavSO/PCpOjKMtyPUG6xSiBhMVR03xmQ9IBvTLJBOpqLpwai4dgBYKAKx7xLPFTGZItUaNRCuSJ8GKBBDjxBJRRqo1ADflpT3I9Di4b0NEjASQxEuLxSQSyxMgq5DpOadrMrOndrrQXAE25T98cC+FUA73SvfwTAlwD8kXv9L621BYDnhRDPArgXwDd3+g0BRB2qwjt476RneOvcNar9d/z77gFIBCk5jh3uzN+b6pT04GVoIADgV1XXCByKHgw/RKyQ3KRg3Zm2rkb87yBMFOlgiCD+1JYQaOtl88PIEAI7duLZM5VLeAYNc4a1o7ftZMxNjumTsfNilUgZuZZ4e8zIifeJolPKroIYRMDZMwT+NjDfEfntI0AtcSSvbIjSvaNrLZzz/g24rsMZ+Ga+Lk38/fZn2tuZxzmf0UlqsVi4maapWDj7nZ2Mx+7FEfs8i+cLtL/fPvex5ksoiNZ+dF7jnDgoj7unWW2RHZ90mSJ/jxyudFTTykNHuSuWcpOSpwCb6HkT2JGWGUt4kKMO54yL/u0hOjspuyqEBY9eDwOtDSgrZ8iVAznOiDj4i8f4aUiUJgksLlAxFaDAhLF9D1+puuHgWTQMcbYujIveg8zKbnZVmLsQQgF4FMANAP6ptfZbQoh91tqzAGCtPSuE2Os+fgjAI9HXT7vX2tv8PQC/BwC9fQuNqSP0AXjMLbb2w8bTfDytircj4acMNb7vnA0xX4IWPOAWAN/5aFDb1F8YjaDYxtV0wh3dvrSi8baxrCh/tu0Q+OaMNdnjGyW2WGuaj5sXnFJwu7X0aXXbeGAx09jYuAEl3qcrNcu0LZ64E8MJdBw7O/QrWRyBNymQwYFc6Rq8FmOHvFMj0es1olq6AdTugX2t5/j1GjfOXUkag407T3Mrff8ER+3GBp2Y1LFkmI6bmw4yoTE2iY/2md1EGWSKTNSuqJuELNdx29kxt2V9CZJrOmumE/LxNe6PqGkwPqawzwHG1dH9o1zNTlo3TMRIX8CViuQLGI5p96zEDZEA+RseLsQT5Yz7f2EoqlfCAgYNmfPKoQn8vEzqFF1VI6/JJyVCe4r2TnZVzt1BKncIIZYB/BshxG27fHzeL87cvdbafwHgXwDAys3rts2OiR17vELxifJFVU+LMr6xqY6cdWxSWPRU6aAE6VOrRGrfOeaHK/BNYcMkdWMFaTRbYsv0VWCLmDkPDEcFqax99M771W424QhLC1KNA6LO0eg4WGgJhvBMhmLYOCX233NXQzUWxADzZAIe3omlC67GvGRD/HBZCS0kFGg7JY9Ga0XS/nheg2Mb28wXOek41BWadma3Hb8W9zA0jyssJKnLOFgeQUPMXUR8q/4u584ztYRBKkp/D77e2abtpqR2EDATnUN4SqPfRutYfFMPUx2F8bRYL80LCxaqAwDpIng+tTH0F5rDwnPL2d5I93y2OTI9wARNJY7oYbk71enkRNeLFqtwLzDfPWYD8XPF57it/skzWCtL9FomSrDzb6o9kpPf1jTWr44WD2osahZkWQiRe1sqqTCqif2WOie+UdOz18um3pkroSMfRkgGqd2Gxqqr0R96TWwZa+2GEOJLAN4H4FUhxAEXtR8AcM597DSAI9HXDgM4s9t2qSIeZpQmwhCrRTg6Y1Q0jY057FyRJ+ccO1npby62kWsQCJ8I79VGeR15Nu505U7Sbd3xxd/cpF6JLl6I2g+McVBKTFWLbzoF4ylnxmHGxpJuRczogOXoWkeskzArkgqgoVOOO1e1S7EVs0z8jc5j4wgbjTH4nYzxeO3oiMSJDw+AZ+dEGL2B9AqCzFphB8qSBjSTNtLdjjpOGftmxx5nAAxvGMBTFlldsXFN0NSKCQO4ZzOJphTCrCBZO4tI/eIWcH2g2eBEnY3cDdnEzuk8hA5Jfy5dDaIt/hWgQttg8cxz5nQcxOzZMH2/PwNZIMzhdfuCiGXk9is3qSu+0/1DHaaZj94B+EJqV1SNIjtvI8biY9YUR/7MiWcsnGsPVeQ8u6KGFgKs/cKTlOKehcpJfPM9xhOVYou7zrngys2H/CyxJjtH4oVJsCeZYKozD8dMdeZrcwrG1f0UkuhaMDpA0gKZ92FMTU6FwVhl6KgahU4atT7+t7ESeZ2gnxChoasq5Dr1NM3d7Io5shBi3UXsEEL0ALwHwJMAPg7gd9zHfgfAX7l/fxzAh4QQHSHECQAnAXz7Sr+TyEgoyjSLd20hJl5BAaAwVOSs3HdKR31MBdEq+YGubUSfjP40ToaDfFgiln/H6zO7gmodpWmxA+GbozIhOuLOVfpuitwmtCjYIGSU23ROlmE8/BM7cD4e4xYu1tzwanlWNBzEvC7DtrPiQi3/ezfzC4NL2ZlfHi84O/0Of2+eo3otbffzLBaJ4+2x843nirZhnStlKe33530+t8o79QaVbl5AssN+sMViXbmN5GzZETrI7WqyK44+AaqzDGThF3hmQsV/4nuFay/8h7pGGTOmRqWxo2byohTfd0C4lwhSYXVTidImyG3WiopFyJyj7/qIHdyPoH2BlbtJR7oLBYu+CovCrLKsy9QR5ELylvPnOll8T4Z6l2jIkfPzWZrE9WrUnqbN9GztfATPlUgE0bQ7qvbP8TApiDACLs4T8640VDQt3b/bdZ9EGN84uZNdTeR+AMBHHO4uAXzUWvtJIcQ3AXxUCPG7AF4E8EEAsNb+RAjxUQCPA6gB/Ce7MWXYuOGIZTFrabxj5U5PXklrG2RRm63w4YC4KFuZwI1Wre5V+n4b0ycohpuDOPVKZNFw5CkomteQqIwAK781to0gUKVtkJ01EDtSI/mYJibzTTw8WoyLmLw9go9CURSA+4yeicpiY23u2DjiupIxtY5pdrGzuZI0MBdc+fvx78XMmddjTdhpdj9eS8HytRrj/dzJeqXjiBfyGSfUcmbt7zG0spP2T/vzMZQiYbCsJuiLDvzULtuE1vjfHMXH8gGss896L11U6MrSD9ug6V6u+AjjabbcF+F1ixpt+/ABCi8uNOyanCrDMxwchYKnwpKagtlaKWqkLmCbmAwLqjmCzkD4TJNqaPNrDwTPhv2c6pQ6UI0ilpxpUk25oYqy89D0NdY9n8lJkTjNIukXsfgeYFoks7uY8sgIATc4+v6WpEJepzs2RrJdDVvmMQB3znn9IoCHdvjOnwL40yttO3xe+EoyH0Cb5uPV2CJMPhHNdv7ECYdVlqPaIK3J0sFtm3X27eKl8MXdRBqHC2pAANuuu4+pnG0GTezQOTpiRg7j/vxeTBkEAled+b6xKWGIVWCbOCtDN0Q/aw7oVi2GRNyEBPDi0JQ2BjAz9Sk+RwwLMP2skW3ttLC0FoCY8TD7WS6Uzq8DzGPVcER8JW2Z2NosmvjfO3233drO+2qAxjD0WUhHzmw/No5yuQ2fX2uzpej12TkAsZGSaOjAZYmI3LripnNIfL5Y/oF/C4hYNAj3dWlV4/8Sxtd24utLgZLyYnjhdeuZMXy8/FvESnE1Lij/fpwdSGFwoRoCCJTIwqRQkTDgDLsL4V4vXBGXz2vQfw/kiNnxlqzEGlCDqU6RWEn9L0JjXHcgQR3XpAtjvIyvb6h090lhIrzeKKQq1Bxj38eaWok0JBrm4OtM1YD+BehQnWfxkA3iokvUCBF8bSQmdeqiZYVaGLSVFlJhsJCVnuY41Slg4SmUADwe5osYJnFcVdOoxNP2NGpI3wpNTQwp4WdUYnLbr0ORMSrgsGhRe8J6KjRhm8r4po24pbyKXmMtFX5YvHokAo2ydJzlzIYOyTxK7zkiijVF2NrTcgIsYJzjn8Ux6diCfgnXPeYxguLUvVG0axl3cBrrJJVtEIUKn6FMgPXf49+b5ziZQ89YdkyzLCMnxpx7jqbK1qKlRXDazLvXEJ7yOXa4dSYqj6VTJ3HtOfhAWMD5WjNWrCLcdkY/P4qkAUqlOWuKF0r6d+pki6Oh11Y6DJyiV2ZLKaE9wwWgaUoxREfwFnXf+sY3ACPdA2vBDGTpYRXFTlpQ+7yGdMVL4WUkSJPdaTQ5CGRiiMarZBibpy1rHhW+9tWVFSYmQ0dWvhDKC19H1jP3WhxkscxBYQnO5aIqb9Pz9EGF0lGtMFAFJjpouVNA57pkXXSfSu17bgiGoSE/47qDSqgGlMzXKfZFyjny2jDdkcTIMqkdrKwI2UBofNrNrgnnbuEiY+Ggl2inWTiHV+NcU+NBpmospTkKphcxo6EViRdu/mACRPIFzYo7p0r+92D9lKT499vULKBZcGWLU9yOaxCJWSyxeTVC92DGHXZt48jcq0TuYEwl45s2ZmOkCAsHR2qMrNL+zBbl5mUU2soZKIcdAGPwwM4RfHw83l4na4R/R0fF5LbU8OuBfGiBUb6IxzTGnzc98vVaLM/sGT4c2c857xrCX9/Szr7H0TgXRmOjjIMyNdZE1y4TmHdqWdCM8G/3OceGYbojawK1jRbxcK8zDZLZM8RKD1kfZcVoBFR+loI7ptxBOgR1RkVVyRlyKMZqQQEcBEkpcCTdhvbiXhPWs0qc3Phm1XN1wADtGAiMXdcp4+XjmrR4Ag2TpFi2qw4xcNxCnwgSICxB+zlDHZ9j14RzB6JBC3PS2FKTk2XxLnpdYFR3aEFwlKOO023nG50ZNMZKJCqcvEQ2K9qcKvH0nVjPmiMFDQlt4lSP/u7IIEfKaV4FNXM8s5rU2l9QY4l5UokQ1beLU2F/JVLU8wmnzmIHPM8JcbcqY+VdYa4Kb+d9iNPcthPwi8ScqHPetuLdiweQvx6Li5SyddyvxbkbK2lakW1mAjTp52faxZ+rxYqZnu/PC6bLOmIXz/cD8ddni+f0eQOmyLavLS0AralY/l5rZ4BB4iBznde5TX3myE7bHwuaGbKxEoVTqOSstbLKvwbw80D6TYzH+wUvprjyc24FCrdPlCEIj7FrSMDAS3nzc59Kkvllpx/7gHj2KvsS2i9y9FDUFwNwp72GVuwPLKauy7Tvuuxrh+ErB/MaTdF6roN/JBgnodF7vwiROxBh6lFhMvBiKcXh15mtwlANEDtR21hRGaMyVjRnr3JaY8JFihukruSc5nWuGtctGst9cnoYa7zTfhp/08U4qgIzdpppdrNxJ/E0Sb8f0eLBXGFmDbSzBho1F/GOBSX3QFNPpm1ciOVov80DBuB58kwzbJzDGAfl42nACLPRZhuKaRwHgnMzdrbrcvbzzYg77EN4n434505SYM75aC8Wbbw/Xmja2H38mdjm7T8XrHcy39UsQBx2CMA5+BgX3y3TYJydITnfWequczubMy5r68oKyg3EYKcfZ86Vi7y7oiLH6CL5TNZQlgdth2lNHQcXtWs3FZxsgKqhhG44cfqdAGsxxBk/UxyRS2l9bwufU2mtg/SMZ7zF53u77viFqN13E9+zPFTIWImx465XRjk8nokgifcrrFrLnai1lSh1giQ1YDgGIN9EcsCg8XrOWIRtN7siFfL/D7OuiMAHyzudSINuUnk99NLpuWQugm/L1uY6xbgm6c8GdUgQTzo+ISGqF77RwHeuMmXKErVy6gSF2OIiTHxjcfPDvKksPJBBud+IhY9ioyk1ITLhlJQ5vwA9qFRo5ZQ0xka5mzA41pjSxnRJUmAMOGysp5477m8eHTd/l3+fC6htOh2dn3hsXpPK6Y8pygDasgv8OV685p2D+No2r41tOAj+d+xsOdLyvGaIme3qCJMPnxEoIRuzS+dRJeNCKO/jvEUqPi9A6O6Nt+Ojwh2CDabSEuwQ6h4z8BpfK8z2YbBxx3LpajtxpjnPOOLlsXd8Dnm4Bu8f9ZoYz3fnwIA1jTgy39ZdsGRCs5hsPQ+dzyfgtGvi1+OeAobnovuNoE+K1mNBMw76/H3snOu2JgEz3iZF1/OGZBPcm0YYfBlBMoVR5GNgnQ+SDaYLzYQIEs21kxsGgrQB89759dpIyg52sWsmco+NcfeAdYUTURuQtIAI0XbbSq0AkGNKopuOo3U/q9GS3EDzwTaeWWNA6RWPv1LCoidLsBpc7aIQduhtNg6nevycpUJ7DP5KFne1MhuDjaPVyipkjnMcV/EzadxNncyky/PMN/MI3s/aLUKsIWK8Y5j5rg1On1gTEaUOttmtGEVqMaQQ4Jnmb3B6zowcuvkDBMEaK3wMu0Ev7KDJuYUBHuTSXDMSglNVNl4MAhQRIrXIIrZMiMopy8ns/ILxThb/ZgwL7WS8SBNOTrdahUA/5GvCcA3DMgTbKO/M2FheQLnWe1oIQt1ISXK00lFwubeBo3kALooPipTzWD6xpYIGPjPrpb0I5k7bn51/KrTntCtYdETo3CQ9Gd14Fvl4jYvK+4KmKm2aXiMijy8qP8+1CwCZQFGaxAsNAs0mSCZuDJISqDNsVV30bel91IIb+MMaMoHVox3sbHwAyt+pjXIsmUD/rrTyEsS72TXp3Nlqd+KbPHeaX5hI43GnOD3hwRj9pHJVc+mbAGIePQAP1UgZnyQqQDLuriVr0NDrPP5OCkspHYK63Lx28BirZyx+p8jJ74G7gQukMHMaMmLMEQiQDGcGbHHEspP5oqaDiUL0YgFRUxQPCaDGvDb5RjHPsYXCtpuRbQxJMT2Pt8FSDbH5hQBhjCAvAsyV11fpOHmB4GHiXjxLoFG443Pb1jaJuey0T81mpWZzVgSniasZVhcsFvUqr7Auc3aVipq6OttFUHbvvvYiA/TifqPrz4fwzUnxtWFYimmNfJ1YFpinVcVTtErrmB9Cw6AGUyW9UFgrE4iz38JKX3Ni2jA7/dQ9fxPbnM3KLBcDkoPuyzL8RnQ96XpEdS+nHxO39BduUpIUFn3ULNx1AAAgAElEQVQnc83+peM47QA8pDrPpDAYpjlynaCrKp95FZr8UCIMekmFzaqLUkuUjiSSCOMjfmMFsQNFyC56SYVM1iSJrBMXxO5s15Rzj4ulMd89fp0j8Vwrd+ICTs9DP3Ln4GvXItyEaAKcQ4Ozw0XS1knyWkIbmYfeU5VPj0jpTUIKDW4vNsKNW5ORVACihiP3f14EADQLibIO1MhIhqCpGkiLC2OQfPOXdvYSznB0ndNmFgS3e3tYQHAEzg9M4sezBWcmUVoga93PFPEGOYP4bxlh4rSNwKmmCDL1/GoADU2agFMzPGMdjTA81LHoFumYG3+u/WCNVsTNxul+2xiG4X1uRPGtmkHbwdP/wz4wt9y0vjfP4joF/7+9KHAxmwe0KBEEu7jXoH1M0hX443oJv84wDDchsTGVFmjWcgZuqAxdL7pmXCSlbVHHdldWNJkoyirj3g/OMuNmOJ6eFUvqxh2plaMQwyoqirrDTH0gFgKtPCIk8DMXZ4w+c/GBT4CDU8dHl8Kittx706Q/c3OSsWHGQmyloYx5IS3QkRq1JSGwygZFRx7unqka3LjEjry2gZBRW5qbWmqCYiDhp9HZK2Tl14xzt1YAPhUJDl0K61e/2krnkAXyOkwP55WWdd+9jEGUzjDTIXN6yrUl2mRbBdG4zyRSA4YoUlOjkFiSNPDNUYaifkoByXyrMnN93blndkBQcoy6TIGGE2enEmO3sQUIJQzx5t/gpo/QlBFYCVzY4ocwliyN9XfISUU0OxsUJgFgKKetrkU9i+9Gjo+mDYUoMMb5ucvSF+5cJE7nMaZYOvjEOXPafnC+AGBM6umrABzbpVk85e9KCAxl3oq2+VpZ5CCuPu8rN2tp/5nZBSZ3+8wOvl3IDEVWiXaGx8fYpq3y+Z/9bFSYFcY11wjvwGOHbESARKipLmal1A2nzvAJb7+yiZtLzFlT6EgG4LTcM/89Oh826r2QvuGO3+feBV5A5/UmNFQcIyiNv8ONS3QM2gdGBsIrOBrpjsE9o7xgxBx2dsyxg6dalfWjJac6RQ1FWLvbLe5aBwiW6cgKU5OhNBJDVfqGTLp+gUGTSovc0vaZ6sg+jL/TT0pIUaF0eDpPjpORb+TFQPyiwDLCrYjWsWYSWVOaEqWaFMkr936sDilgrPYXdLaqbf3oPXp/lrMKIFqZqeJNam/Sv9fs8GTKZMC+iPETKJG7MZXilM7joLuY18m+wufmGUv/UtE0aSwIOzJR3LmlY2zBTT66lJ5DzPrfOooSM8GLUeIWmgDJEFsoTLJiUSoZwS0xRMGOO35dOmyYz2Gs4BkvSI19R2CSMPSmLPGwtaDmpuDsA74/s43ofYOwb0CzVsDneSfzjVju3LTvhZ3qHKUrTbIMhXE1FsbQmaYad51y81HAwMvG9YYN8FU36rfgrInHOALNrlQ2bk7KbZOAAKARqfM5ouOn+yNApTIoqMraL7Ie+rKSNNojxoxkRpO77zSkH2fHsr4dWXmqY2ESmqXbUkWJSRI8T5hfo+ai2BcFJk5hUhQ61Lf479oobNXUWsnCX+yLKIKCg4zdlLhogWQtmq6qaSyo61CNpRG02d0XXBPOXUQ3MBcUeokT3zEpJjbzJznQJEPaAjh8MSpAEffd+H8z95TTKimsE+hRXsyHI39On1hbORHGV8n9TSgCJz5WkGO7os6KDZ1msRzwTuajnNdQnGt+14C7AvmhZAcYZy/klALLgL/v34+KY4zd8kIwNh2fHQBRo4yIqspxx2TkiBie4b954fbUTHayESMEkUPlBaXLiwd0E49336ssTY1KhZ6J7CWoiBkvKMAsJxtgLJreDxlBOEb6zJWvVcz1906sBevNM4Za2rx2WIlUNKNydvKLMqfahSG4LTfUcWlkUHPMhEbpvsMRe9x/IBHE+GJjlUcDGYZuNN4nJ2vieonPEHgilPZ8dd5PqrVEi52rR3FGApCcQMxGK+pARd7WHQcb0bPGHawA/AB45rTzM8wzW3lmMgAsqALb6PgIm0kXDNdKkyCFwbjuoCO1h11Y7ZbVZiWsw/rp2mZKe3TB6BR5naKbkP7NpM68U+8qup6VVlCSMPvqCo1M14RzBwIWnghXgrGicYNURnmH3U9KR4uU7t9JYxtEYWw2EnFHWKwMyb8X05TiinecUjG9ki9mUK+TkG46OwCv985/+MZhDnxMEfNqk0L5tJEU5gh3jyMWnh8aHE+Y/gKEAmA84IMjuS4CXSzu1vNTZdB0JNwcshOE4OVg7fyu23ixCFH+7KQkZpV4+CMqWLadafv7/u95i5OI+xC4xuE+E+GoBoFeOK9pjM9jXP+IzzHj+u3z4PXyGwuxaSz4/B2/SMWF2tZ8WX9cUdGSz1eI2EnAqw27APCYOp/Driy9TC8QmpViuiTh3BSNaiH8tlgsjs8Fw3y8SPvtIPw7nBfKaFOhMXHQRkdWqAAq5jsHLVXYh0k0wD7eTio08mjGVGESpEo3KMkmgu9YCNBLFTj4JYVGIkkDJnH7NkxyjOpuw3/wvuuIOTPVKYo6cbIDyjt1FlhLpMZilqPUNP+BHbyO/EomSdIkljYvNfHerRXewUsXgKZSk2SC48/vZteEc7eOcpgImgZOg6zppohxJSEsijrxKx1H2my1kZ5hI63xfPhJnYKbBaQw6KoaLMsJhDZiXlVj/ntsU00t1PFJ5VmHXJgtriIKZ2PmTOw4KquQWt0oCgFNRgYX/QqbOnVJ4/nOjO23FxMuegFhEhP/ZiaolTw2LyEM6kpkY0glyLkmjffivxkTji1E+6Fw3La2QiHtD41q4yIlN2cxRs2YMjtLL3LlYAYvcRvRSMP+Nh3vPPNOAqqB98fXpG2NYxPRa6LZAJOKGqUhpUYlZtVC/W9E3wGoo1cJqgd4USsXyWeuA5pxdtly2l1RYWI7M7h3LBRWNX4/RLGBV+6iTxepx/caN0V5iq4I7CTWJJV+cXILubv/udejL0sauuEibO4mZ+75DL+9de0BNAT95rFbOIqPZQIUDHqy9E4f1i0ebuHgpqKOC+qoISlI86bKeAiHVSNrKyEdGgAE7azUDQqa6hSlBoxV3ocJEfygFMrXDiujMK46vxiYu7Ug/EgCibtBrDu4NtwhhIU2dHtUUFBSRVE5R/camdJeBB+gi5zIgJGTNgN/lzv8wu9QytZ84FkyOE7r2hYLC8XGN4YXEosixnbUnUepacwC4GiXGQQxJzp+SLyz8lNs6L34AQRoKAJ39AH0sHZlEIaaZ1xwpfNBXPid6gWxk2eGQryd12JKGB8pl5YE2ChqDHIK86zRTYkWju/3JbymhZlx1nGGEBbixDvL12LMgvn/qHuXXlvSbDtofI+IWHvvczKzsspVLruQbPEQMm3o0LFEDyxogdxAcsMSHSSQaGD7B1hy0233kGiAe7hnyUbuIaFLE2gAsgW+XOq+Ks/ZZ6+1IuJ70JhzzG9G7H0y60r3SidDSuXZ6xWvL+ZjzDHHnFFxx/k4Xmu8b20y6d2zPIN31sTaZ8iw9I9tgqc0AkcWzBTHuZwL/HbO0AYdXT805hFjhqqwdfrh+95ZMkqmXAfZXsDIlhr7WTAmiQnNc3o1A5UbP+cNtu9cjWFw3RlE+dnH6A0I0eQHplDxsTyA4oAfywOmWMXIa7C09oybzmSmDaCRZlROLaunvOG5LGYzaOBnh9Uz+m89YKsZW0ufxdG3Oow7t7PE+Hn7Iox7CECKw7sSImFzkDfuOapSWiKGFwynN3mCntDKoDeVnpD7EavnJr8tRS16XrlRry/cWjNiGk05Pu2OoSGHEQm+lTJRUxqATZ1hpyb55SZFGpoZfmA8bIw6PXzBaJQT62msmqaeozs02DDt1XXCAoODzM0brtfGcMxGPcs+aXfAuC6QZhlG7Bbx4+35rt/PyQ+Hz8h5vcbD5b2BzVvE+z12mA6IjsKzVvzfIzoNVjD9k2zioBteXNHRDC5eyzlQojf1jineXh0zo3DCM1CsXaCa491hJ+kc6oHqGDEi7tfH26wDVqCO4UiHUxBNmg1DS6b2I93RO0xG3insYCf12VE2iDFN/dTjgY4pFlzrjMe06fUTw1d7NBqjz4hbD0hBmSYhGCTbunRaV0Qz1h/Lg8n1sit0QKaCxS9JgrTdOPGiOOvnRRBzX2s2+IV4Ps/jXkchWZqYBgWcKpc8/oiO3jugAWrpEev2I+hQ7cpe8V2eSyqoTQoISy4oTSJ2r9CWYwUUX++8KAh2MY0nj1FE5RCPtzpcn9ImOJqquxkjQ48rJUbRQqOUG9Nwq7PxYOmcRMiMKZkWbpo82Fk7SOm0plhxrRdzCj5in4KMFDt0c8LLww5YyE+RYdMPO/6Ib6OP1m8AprXNyJYFVfKzBzUzmmaN4bdBxq9RV5IQgH+QWfjzmzco1pyEkeZPoapqYHgVrfpOWcJLdI67adzj8NuPcUXTSBAQyILXz+vusJnqYjWPZp/f+rG4bLIEfTB9vNSxZVWECU7FTb/5M6SDJyTGjlGBpQR+uYSh93LvEXdMNhGLwcGkNRpo3cXEsToMgrtos4+nQPKez1r03ruOzwv5UIPhbxIKfB9vBg8aJRhkrOga6WOEI2mhDGCk01Tu7XO92Do49HpgDL+JoZvDkWz8mP3y2k+hqgSAPIOliXxvDB0vddGZDFJ3e8pjIM+EYdQThFDxkHY8q9HOoaJ2TmLTgKlmPKR9IAbqHLLCZy9ltt8fTZnCdQeAViUYoxTBy77gppByDB2Pk8iXlxaNAPJ92xdh3EMY7b4hdKFD9nEjm/t7CqOqTX1jQCJ/Fkd5AQde5YuFvrVXoCB5LSKpLKcN63ZRvRizYUgZ2Q8JA52O7uhTPuN4y5n4CGO3B2E8zP6BgzMQkiKLAeUoNtIC2d3qo206BjqPuw6tNvaMbpI+BxFucIW8kWLLQyusliPV0EdzxMftPHGkU5K+xyiWUfOFUbODRMiB57/JDPHvyzm2w9/DeSVEzVKGNk7DeVD0eWt2jCco6Y3v+C7g2iPuaoRTeHvg+Pf1rNIACmZNTrZor1d3L14dg6NQMgh4zRc/cu8tu+nj/vL/95Njf4sBw02i+9mKpb5Yz+97XSDLJJU9w/XNM5NMazjTRbNVMmkeseExStQuUfzyCk8nDJhCs4w+o6E0Yt5xGGiMiNlgN/dbe0824zQrPv6UOt6lFd+1Ryum2uedPME4Ht9/k49jRbXpMgZVg1TojmjGkpVpEzR6B35QV0bO9wvaPJOFWsg5NuOsnjdvqOXCVOPBS/RcDgaW3yEbh3Qnvr5isBxS6CgYBl7S9WDt6k0LPJQcPhpt7xwwMD53DMNxJdPVAGDt0P6B2/sY8vHWRkfQguik+FQP4JAQGF4PsDV9B5tnvAHduijzcOA2i6tQit3s9+tYHoeo81RMtIhN399bBrW9vZO49+mzxo8t9L7eaHDVZ4yuCZ7142f9Ps7wkNH0XPEz6Xd/aBwh+eI8FwBvapZ/bqsIOiGpvWoQ8zTUiCHTzNdJa51Dxb2zcP26QY7rgwbcO1MWqveeLYPxeLsdp62xbtANcWR+x8Mx/DfzJLm+QnBg1sOM51E7Ydc24UN5xHsdmcd1zoEaooGjzK024TFuMmVJM1S4a8egaccQa6OmzXBqAZvCZaQZcpKSaKhnTKFhSpt0qLZZMvRQsDd5Vp7LojK+uzlZ0rW/nm5aOBVSyNaGhEDvAUklVbYm2d2cKr5Zbngp80FU8bZPB+fwue2LMO69ixgOjfmUqhUWvCEcVMdgbBlpNKIGjVwoXoitjWJrdIv8WmYZMJtGO7GPtscQamXNwC+UphV/MXpZH37fhlx6Et2ZeMTfeewAVFXxGNmTTsYZj8AoEjUETDpZiQ1NBsXE0dZPTF4u7PHh9S31hCT2nmVACKMsNWhbJ7MF9rqo+Y37RsxXuPOSWWxIB0PvC7D2PTOe+VjMC2qo8HmRsgNnHsPIvFLX7KMwF0M7OpwAM4SfExuzffUjJvx9x8fvMQv7PiGzz22TFkTRga/i3e7D6CWYDVZinYb1FRrPt2oZPJ7qnFQK3foOAImw+d2rTvyKirG/1S09GtGK1QYENtqtLkQHM4WqUIfARbsync7SDBLMSBPVEnd8KI/DkIdhyH2dRa6BJxdobUkNf2lRpUHGWqkhHjL7t1hbrUfc6mRRedYa4EtZ0HrAwyQdrKRPZwBPWaZRCTOPvyMF03uRqW2kZksvjWD75NZzCEfvQom0rENnSufYjCXz4zDuCNgPA7LFi/GEdlaKEw21pC9kvLBosaRiHs2feOkRGRXXMmOtwkttIWh6VO0C0ph/2C54zEO3BkH0Zc5ZwBRGAReQ1MtolfqeYN5DKsCnfueN0NSBGlnTwQCe5WR9mzyjzce44TflCbVHfJtfDhDLJYqaHsIooPEc/dYQNRpatbElKSY9lsyEih1iSC/YzaTskIEipquiPGtfxBsQ08DwqWTIc/GNSTSYfI1wjcd+D233IJOjveKh+0xFsN+BnU+AFTv3rvCKqyGcj28UwY+UUEbWPC8yV97KSvhbjMSJ8X9sFzzFVa5813mnUQesKCzBc+HvSsS9GaMKGCyZFHY7TtH7VzzcFUYvQVQfn1uTkY4GtWTrQN2QrViadN++OY4SA5QN4DkyCz0XwC+h4K71Ibl3waCdr/PVuO6+m5mb0SaTKC56rB/AQQ+GuPtj3A4NSkssuNVZCqNlMebL3iPeqbHm3WUAeYB/e7T3aegZkHJYx1Xx9kve0XrVPhx5DlqP1o3P3wxKeexdpITFFgkM/W7ePotm+O2LMO7nrXWJ9mhc04nyQzjlLDPwOSEdH52n0Cyaf/U5uK7W0PCUq6VnbHDie8lH49UfRzsUW+18AiUEhvGuykOfYsVekxkwX2s4y5dag5GPNIyrK9Hm6gpNLMYCo4hlGD2OjSfymVE0kwL0kQP/0iRquUQW8NQIO0798doPuMcckoOOuEnxzrXP67GzcOuNnzdmvmOSLfE/JOUA4ICFG3zTB7xhRV+F4cgZJ8Tz23SR+t+HOo7PfYYqiykMRhCdlj9GuebkeWctGhZ1JgO6AMZaiVr4Plxvdz73NqmCY8Rzu+ASdjzFddASNRqmwaUBHRHy6EAlLv6WbkzD69oAlSz5PjAKmRQLO7C4FI+3BsMQMJEerLj1ok6dgzaObJeIGl0Ej6FzE0PHQ9qx96gGf0JKgwcvmjNRn8tukA0gPTBRMwgaYZrX1gMuaR/IQk/YSsK7SQq7VIIk/RsQW1ZbREwdkxp6ohml/bCuDPAFGnca6pdtxiUXPE7bgVkCcAHDCrCSsn3+N3OoxoG/pOLG7J0LXew67Qe8svVwMOws6tr3CB11Yuh1pMiBgli+U3V8D0Gmqvu5jv58Gck3byjcscrvnDHupot1RPk8Dhbs2ME64ByPlcpv3/uEFoIYbldHIE5POEAar8qhaQogs2WcE68fpQc8JsuoVu7tPNJwjQA5zDlp4c0beL+RDvq57lluavas65NYOgdA23XBcH6EPoB4MFLnjdmAYbnqOLwq5nkj9OIL0zbVytUIkhbOz3REvzE6p1G8t8mpPwZtcJI+B6NhhioDOhw042FQOS/F/C17icYXH3MFhKvvrww7TadYcAlFWunPRebP1ExWx3vn+ZIRFIPIbgvPK9jrrUsX6RILrm12tbSORbMaGXQ/WQROQ59jFXYLRPaAtT8vLc45D3uPeEgiw3urE6AR+F2RhCelaragqIQ+1495Q+tDysDbl4x2MNzC9ksW5BLd2OsPg35fnHEXfueI1neVESCDRfisMI33yS1uvxC99kyGfJ4tu4R7/Of9v8ml99NScqgm99scxs4ZraRmTmF0pyEKpcpLA0dtCvH790UefwwSIQ0jD+CVkX/1nkblNujDRfUe62Y0FxEPBt1+M3TreuQqmpQyOeh/LkrEUHIU6eR4GHjNrEEw6dEwNgOY42jCmQJw14KZ1Qb6ZMc+ow5tnB6RQjhEuDTQtl/F8j+HQ3ssXiiKi0XDHGjht4H7j/M6Fz7P0MH3bTT49z69iq7ZI+CLtEZ91eM+0xnPx0oj+lYRmDBJ7YJJcz8NQycIIRodEBiSA7YFAH1ANRKBHxvARPJgFGf5+vk6+ONmox9hl70li8LPNTIWUf2z7xv6AIFHmywExN6NgAFIJL3EgtolAp9Cw61PmoEfr9ei+PhLnVV/XeiPJvwVxjN8q5M9r3OsQN7cxKXFMHVSo42H3wWWIXNwawLP5ijie3uLPyJYpgOlJsxZMPNSsmJO0bD4d9N2/IozgmfWC4XtS5MFv0IM4Iuq2pFaJHz48rZTYArUE3Ko5qHvdUJUx8OJKg9pVxGyjHfz1bw6dSeoSGlUL01rjecbKz7temwOI0xBnNsdk1G/rm22B8Vj8yzEesElXwRjEfZaF5mkgyFQ1bpwpVmQ9Xz4VaV0vSCY36jRwfOi8mRDAdqAeWJoVmgjts7uRzFK2YzVU1ztXiGQeqlaNBrZyzmNYR+yfwcDuKxF+OJivJ/ienAG9nkMWQU6RIqYnbXNG5rh+VWxcGYAzCjOtEPydirSIRo3zXO9Bizybj2ZuiKPi3x69hsA4gjZb7D1xYz4a/mKoQw5ZKCDcNhxnBvqt0uQKNPTGae4m2NYWNPoR8leQoMCq5WRwZKG2fIh8OCAHK5BLyA27hHHOSqrrA+5Zk+08CSGFVLwf0jbqwBGBlQnLKkY5DTliu/2R5MhudVJ+e9RGTKitzNHGX59qxNqHx2pWxOWi6xLBx8noTzG0NFa0gapbA2ZSyqISIa1tyawjM2I6AG9RWxF12Js2Ov3w49fhHFvPeC6TthKwjIV9B4wqwEOkBPbtLKcoMpw02hSqm2ovgWN8mmcl1SG/GeqryrMkhqJGFJ+YzbrHIrh8Ncym7ZyhOBzwphpiLFjgs5lRdAKe8UxOxD2yYo8eL9RNacVF7zV2c4FabMHlJ13xBaBEbEDR3YHI3j/Hh+cFprx5Bv6wQGM+xEtIjMJ3R4PD1I1g9osla+I1hQFHMWxEo4Ru4/0qQnuG5sYyR7YOKdjtEgeIzKtPeJjvyijpFjDFot8vHYschL+EUkDRl5k1QyxrL3ng8H0GUtVg84i6sc26fVwmUE4OSEXjfvtpQ0D/UJH3ikh8frzNKzfpHK4Bj7jAq97iDBaq9v2ntHQXFNQGzz1zjGTioVjdEXvXTTOCftBm5GSW1ciNzD0Ymw9YzRMGZUX4XB9B+2zm0yADbZ3m6yP6M5HCuGUCllbxt5c56dr8RejKlLiBcTemw6jFi345GppW4tGD37eL9bsCMhITw7SYMMSn/2tigKtjjY4zlDV4DTFgU7cS0ZtEQ9KBRf8vR4kWeLxMrzavgzjvkfcfvcd0AOeITM72qIPc9YVGjviPFLy5bIj53oooubYkFMzxzCnit4rXnaRDLYGKecI9JtyHE104c9NSE09+ByHsW4IaKoUSarUrvLBa82osWJRZzGwb+LUQT23pHVbyzaLNWt1nXQrjuaT7ydj3Yjs6YBojIHChwWw8+Swb1LSPG3y1b0w6CbatfbXw3RYOjwj0Yx164QYjiqKDc20bc6sEetuPRV3gddqldwG/jvGFhKGYBNOJaSg+PW9R2WJaEobpJnJfpsYv0bCwqlezEFUBPdd2D7P9FCvcomuU6J6RA2qtAhPzTxCMXJ8EsF/5fndrgjti5VnBc5RxA0K6XRdM4Mt47twRxQf7fcGo0Z7RpQg8EjmjnHbx6QuWdcdnA7F46wt2G/xNR5r1ExsNDUNBtKACnUt+4DitG69VgxZMTF1UKCMgoFFpyGxCMrO1LG+WMzudg2f0iaZRF3sTnkcHtAMQPF2D9Nyv8AYGWrXQD/DAHVlYxOGA6pNlCFzbLjtGb1n1BaQYkep0RCEz21fhHFH6sA3O9CBEDt6jYipoRV9mEsE9ojWAlAD0IDbLasXCCNCSR3oQV6vAegBoQb0x4K8COej3uWUQ+wIqSGkjt4Ceg3oLSBODUFnqs5zQYziBFoLmLMYr2U68uPfL6spVT7kHbcyobaIKY2ZpjJhpZtOPKCZgWFwsxl5Gc0V8VG1oYnn+8HdOVQs/ThFitIG3HyhSNgtwmj4UB/MaL5Lq0I5s/Dd1ciu+n/Kspqwli7otU147Mk4x/b7mlL7TtklDu1pwZiFkXHH0QkAwN3NpSU0Q7iHTA12TN7bhBqlQPjSBG4ihkynsveE97iDaoPv0x2UraUR5bAR0jlfHPRlWYmDcZ7bBe/jfUAMPZuELvf5GFcbJELHuvds3b0vTSCXpzi43wky6eraFtH6SbsVrHksgGiEM0qnKNpLW/BcHw7MEoD03PH3Je5iOCxqFoezhF2d8ChWCnV2YOXP7SLFbxSkAGkaapMVx7mxoF17EkVHjFrRAY5xwQfXh2Df0fZJY2fXFsfalJ2nCxZKT1hbt+5zgMVhMfRJo/W9R6DhVfMj79nWMm49WF2PGTsLuA9pl2CuwYx16eSry/8zSKo4NVyGhrubsERjzh6fOVW02LA7ViC5+lkj+B/FmL2cGn767SfUFpBTsyib6ZNhurEZTAOIh+2AfU4KEwFFp4Ove0YHcJkKUmzYSsL+KL2GrQfUGg8XqJYozqUD6AFlT/qaBAZ3CNb/kjpaDchTRWsR300PKCUhxoacG2qNaIqHhdBRa0RKTbKGGiSqSA05V4OhYmy4rTOeLhtyqnhZZ9xvM96/u2HOFfdtsqzh64f74OZrAfq+Z0ypWYFmShVryRYZ8PNTqvi0zdKB2yL+/NMzAOB3n79GThWXXPDTywvuqlb3cb3gYRKO/xQrvl2uaAj4Fx++xdfLHbcyybxM/f3HaUx7J+X03bTi437RVBf4sD3gl48fjVK6t4RPu+CV38w36SlAwEuZMatGz6/v7/HVdMdD2vGis3GvZcZj3rDEil/f3+OnywteihjNa3CeaIcAACAASURBVJnxzXwD+x/mWPBSlC8dq/32U17xR+sTcmz4+fKMh7Tj/3j+c3jMu9FQl1TwqcyKN1esNeOXlw+4tRm1B7xLq7E6ZL26KVbq0D+WBd/OV2wt45t8xR9s79F6MB70rU74dn7BY9pwbxNudcJPpxeLZn2XJrORvScbI/cu3ZHQ8cHVTQmXPMYNn+oFMTS8j3ebV+od9znCBuiIIz7VC/aecK0PeJfEqf3e/g2+Tjet41xAddEP/QHvknDW36W7Of4Fxc5lQjEnKAVCyRwe4waqN9LBcO2WmvCYN6wto2idZ4kFewv41BbTcbrVGbc64eN+wVNeD5K+e494yitKT9KclIpJhnCc3dqoz541C5+FGBEaVu1CXWLBfb9gDwkfivTE5NBwLROe9wt+enmRa1kTisJFV0UPrpCCqDfLm4ON7+uCvQhVMqVmipn3u9b6ejCbFdOPIHLvAHKqaD2h1IgUO3KqVphg0RRQrwfljp9acFsPyD3gcdqtoHqAWJbvl8n0GBn3S5H9S9qxNS2AaGRNT56jNEhd0o5LKvhUFjzmbUxY0dSKA0ZiaNYk5aOG0iJ+urxYWnerE95Pdyyx4LlcLLr5ZrqhIeBTmc04xtDwLm9G+3zQAuytzQchtPNA32/yFVOs+NXjd8r2GRLEwNCxZvGXSnw/X57x8/kZVxVN885miVJsXIhZx4IP5RGPccMl7vjd9Rv8dHqxfUyh2jSdSxxt29c222/8YvmISVu9156xBDEWj1HS5r9weRJjoo0qcqwrPqkI1RJ3K9JxY/3im+lmf79Pd/zlp3hgVC2x4Jt8te/uXUSkYugmAcuCnRUSQ7csQwyojFv7pI10D2nHH25PaAhWmN/XiK/yiludVApWsrcUutHtmN1dy4y7fu/jesFD3vGTy3UwMELDH9zfYdKBEb++vrc1PcWKOVZr4HtIO36zPopIla7Dl20W5VXFly+54F4yfvH4jNYj/r+X9wih45dPHwUGq/lAM95axnf3ByMvXPcJj9MuJINU8fV8s3OZU8XH7WKj6J63i2HXv7k/4P284rrP2BXvfpo2lB7l/y3ij2+PxnBjcPPhdkHrAT9794LfXB/wk8cb7iVb28IUG162WQJGBoL67L9cF7x/d8NlKni+L9i2jJQaSkmoJWGaC7Z7BgIk679rVvpuR/004f9aKvJcsX+cBVYOQLglhDWgzx1hC+gJ6E8FaAHhloDc0R8qUIKgEQCQOsIW0eeG9CGhJqA9NKRnXYeXH4Nx7wFbkW6snAZOB8iN4E0F3PAO9WBs512LVLEZQebQgAjrSAUUy21HHQe/EcPiQ0PJz0va9WGviLHbIix9GPpL2jEneWAuacdT2rDHaFAKmyOm0AxzN5lQdRC3OuGrfDeI5ReL8HSnUPGwPJuxAASqeEqrRXpsR6fxq5pSP7Qd01wt0hNd+R17G9ohMTT8LH/Ctc3KahnsgXNrNqPBn+QXPMYNLQeDN/y2K92S2/v5jr1nvE83fJs/GceaXZCkslVEa6L52B4MfvnF9MF+iwqWhGpqD/gmXQ22Ob/+TboatfI8zeneJjyplsm1CQ3yF9MHK+7OCjFMoRrTxqsnSqGwG7xByGh0qEqk/W+/kyall4cFrUf8YvoO39Ung8cIrZAvfu8TnuKKiDGTlAqNZBwBwJ/Lz4dreG2zneO1zRIpx4L1/dGxvdNMgDIUP3frixEw6X4ArKnn2/kFtzrjkndcy4yfzDe8n+74w/WdsUpEX0WO4SlveCmzkBomrjcZIbe3hBsmTLHiXiYbg/m8LoNx0gM+rBdsJeG+TZhzxfN9QQwdf4xHTLnitk2SFbeAdw+rNfls24Q/+PSE68sFKXY8TDs+3C4Cb8w7Pt0Wq9u1FpAUNShbwrpP2GvC47wjQILPPhVsJWOZdsxTwe0+4XLZsS4T5rnIPnPF42XDu2XDp6cZIcjwjptm3oRdYuhYpoK9RsQArCXhMhVMSRoa1z3L+4oI3L+Vc7zMO+6b3PsfBSwTAsywP0674UwecgkapXvyPr075QlEGliwq1uZ7L1FNWT2IiwRbseCY0CENBgQkihslHD4eutjzmsMUsVHA1okHTNjjtWKp4K1RsR2NHakYRXApr9M7kHiEF9gNJOUPpoxpig89L0lo4jVHq3IKo1FQ4MEEHYNZ7YaBtoTJgC7/k0MnIb9vEXnJBIadu279EVffg6AGUFG/1vPuITN2Ceyr4KEOIwyIr6rj5ZFTEn2RQzep+0ADkW4UegUKYgZu80D5fHRKHNmKPXKL3HHN+mK7+qjFXx9d+7WKYY1qI7UefmuPQIQ6uBX6Y6Xtph+i898LmHHFAue64MZcnL8xXlIk9tFdQlT6Ehd7u8lSObzXB9sTTzXi9U79p7wVb7hpS24tgVfp6sVwL+ehhb8mQ32XB/wq/jHp8JqNUdx7xmXwJZ8ub//2uOvzenf24SfT88GqfD/l5/sB0bXp7oY48s/fwxggGOmSKydzwu3l7IIvNKSwSzE0KfQrLloaxm3OhkV+VYnfP2zGz7sD6g94N/85veRY8XzfsE38w0fd5Ua/vMCx7FQyrqYlx6YQhPqY80y6lOp0ADw1XTHvWZ8e0lmW9Zl0GmJCAgNMuKr5Y5PmwiOPU0btqRTnBS9IAy914Q5V8y5Yj9Bym9tX4Rx733wyp/bjNakEjylhtqkgOCLEd6wUh54yQIFxNhNfAcQnN4vZoqJkX7kGTDE+GjQuTA9vAPAqI9bSxZteAolMIxaVkaGyIKKlGgKMlw7pWIpuEX1/cjVHQ9ZO8BTfl8VkpF4yMV0ssPo6BNOfRG9GxZIPeUsUISKNya9MvK7TvgBYJrrCe6ehBP7QA+TkaYwgIR+6jfKyZ7Pa+8J7+MdL202ozo0wY/sCSl8Bou6Sf9je7wU+YIM0VZuOrs2K6JN6mHUT6YJgrJPtLGFXPTndhlTrEK3lv3v6iPI46cT4PlzclEKuxnyKdQDT573i8Vc09FHRGvRMHM62K1n+94dYlzfpxu2njFhN5E6rlHq5S9ht2Py19uvIQB4DNthTbPTWb4z2Gd04kkpgfc2YccYTP2YtsNa9NRSad9XHN3BdVwTX2XJNNaWMU3DgC+xgDyWByjDpwlTJYeKpzSok6Q8yhxUee5TkJoKnQdnlD6kHe+nO/5ofcLWEp5yNWnvFLpl6GYrnL0wW9LHONB5uovsQE3GfZ+jFE2pzx6CKs0qguAVI2MYLB5uPwrjDggW2NXg5tgwa7q0lXQw0PwsICfHKLq0aAZ3q+nVmD5/8UMYXaocpE0aknnnMLThiy4YQBufekRW41v03zk0i5rHsUasbVD4Su+IPdjcVRpNk0Mg1e4NKK0iWmedp4XZ/oK+r9E5wmjG4W+TEnnemjI1zgNBZL+DM38YA6fUwXPj07kZZqT65I5D5Xfl77VNpp7pBZ94Xmx4YiQ92BvHc/AaM29eO7SD4TpvvqWeht1UIzvAaVJ7E0ojh04z+t08xRKUHFBqZOh2Dg0Rs0otH/YdIu4t4ymuoOOjBr3vMRDdHVUPDco17w3N8bz5eTbCcZuV7y+NZ21cX/0dioCdpYHlugQrwhLqOeruKwVQ18ukdRdKY/srT4ovud0M7Lwx98GUzwqp34QerRjqpTvk/DWosAAm4KUs+G57wLtpxdOpoYlFaamjSFS9toSvcsH7acVLmQ+DNgCow9J5z30wWkQaOFk/TFMblZWULrrw0rTUekBrEUUjfgaqgNK49VoIkyZYbYDdq2fG0Hn7Iox7CMKY6T0Amm4QjuEJ8v8AAI2kCb1wGTSEgzejR5UodTgEAGaMubDk82qwq0oPNC7a4/grtgkDGBOfuivewhl5cpPRrSDK6GCJxfD4TTvfIqTZ5xwBtx4NniCf9/i+1BF2bVffW8IeRqdq7JyDeTSAxmBwHYLetxwiefgGn6YPsWv1P0V+0qwzrq3/HJtiqNv9qvX+BPOwuYbaKMJDH6PqvDwxMDTUaazZASu/+XrZe+40m3rkd91x96Fq2PS8L2FDCjIVqGJANiZpgIxZJggMTnccBjihIUZV1++PRuX0TUi+tX5zOikJDavq38c+uoT9ffCTrNhohj6GtJAG6aGmcR2OztCar97YfCZIp+9f9+uZGV6Lw4gfFErdZuep/SDVRfEAXhl2PivAGLCTNMu/pB1bTXifO9aWDAYl42yO7UBV5gzlGPqB1eSL4CYL7nRf+JsiTzCmxO01WUNlVHvhxcBqD0jOHvG9vUi28f6y6nQ66VStP4YO1d5hLBne3FKZch+NUW0RKY2FkmJD00idfzMyp5FrPWDKkmqTH8oOsQNDJslILHpLLj6mVgAQ0zH1omAYMKClWYu81JsHtBO2j4440q0AIGthFRgOhl12CDikql6D5pCVuOu0t2R4PUf/ee4wIZt7m8ZMV+xmyN8a+mxNTzQ+XTR20IAhLTBEqHzUR4NzjuLnuGIPEg3eu4yK4zm1HrTo+gA2SLFwSa0ZFi5pXP04OUIrJg3s6hLeaHlMnc7Da+bsGIMqqKcDCIzEDKq1Y6QpmHjT2abhUEs4s7uadm8yM+F3fT3DNw75+z/qHc2OhTj5EIdLtp7ufQbF3iaPobex7tClEEua5Ks1gGBTirhOfJEeoR0c8h7k39c6H6BL6izJ8XfsLeDaZmU/nZ55iKZLjg1/uL6zLm4/0H5QHsdoTDLHZK0V/GQWnNxH2RHdir43/b48b9G+R3otgDFDoqXBmNPjJYkjho4LdtxV6x0AUheo6gGjDlE0YGs9YK0JkzLqQugoNaH1QTYBgPuetYHpt5vd+0UYd0A9VxOjnpW/yf+XOiiFtQmNKIZucA3/TWy8d5lW4i88byjHWDHqB45tw6Wnz045GRH5SGs9Hk+vTw++9YQ5wvjSHhoiRslt18Ui0cTYPzv1zhrwFRFrlf1lHcvG8xx6LsepTm+di0nLtsnw2vO+zsXRc6FVVC8j7j1jb9k42R7LpaSBn+kq8sEKA3RtKkIxqMPOtcdDpCvRczYjKMfYD3APDTtb/+spYxkSDqdzcfCHfS6Mz3kBrQMUpR2S1NFZ2zR0QTQKp4HmdedvEE/31/rMNjLoza1nc1J9yCb4TKtC4I8LOB93FNErAt7HuxnwS9jH3NpQ0dAP+jB2n4BDQd42zQpZ2KWzlXUgLDMfoKxlmJ4lFpsPOgryx+d2XFtl4aQVtzpbMfVWZzsXHxBycMaSCh7SitIF30bNeNa+Bz/3NGvQxWfR4+mSPQiAmfmeEjK2KpoyDExYXGVdsDbplzXig4OeGDjSWU1qf2jMpYCasBWhHBuq8WOAZQA50CnLg006ZG0BU2pIcTQx9S46CwGwRideqNrE4PHW8uKF0I/tvW5h8sLuNdmAkIiOOZWh7ghGR2dMeMA9/Izh8C7leymzRv9Dutd3wnGjLg30d1MYxn05wRYJosRHDPa8+eJmdIwZaniwzZ6CZLuLyD104wW4eI5viY3u7EZUwwHA9MupRSKSCRGc/0qI44JixTheM9+RKtov2TBk0x/B6DL1xwgAO4bBRHd6KxiZhLyX7ffJXvHnzSjezxA9X286rgmqbtl1dJxlEOOzPit4axvNPUM210s+mNaPvkb2D+fn+uvgRyD6a0TD+z7eX52Ln9bEDC8iYO2Ui67AqSgPwAbE83trzwdIyNgwfXRl+u9SO+kAbbhCcGkRxTnAj+WCl7Lgq2kUWtnpSmKBjchzwRclQgDJsNearU7FGc03HUKNJMa5tIg1CKX6qkFhTu0QsLXIsZ3HaXAxdEADUxrj1mUAEQPKGDouuWBTG7S7IDWlehAPs6yjBfS3S0y2fRHGvXfpFi0h2YlH7UYVTno3hTQTs8egQNYerBszuwKN384SmWcoI9gC0CyhBatWy2eP3bIA8baErIuY3Nx7maRzUoX+UUmD0mhcq/ETmhQ+Q7MFyFFetzpZind+GPja+3jHWxsfrgZxCjTcPGZqzxCPp1E2VUmPm2uB9dDSD6+QKJHeozoQFtYY7S1xN8hmQApeK18KlLWnYxTuzxWj+Hd+vyJgMfx5GZCGd8RhcOi9A+F7jKSImQMjUvdYt2VFp8zFG87hcI7NYNx8ZgW8Pexj0AIH7HIodmuUTucYFSKz+aQO5xb+/owlquaOSt8mCNvJ9za8tfE+8l7TgfD8/LZ3GYjxLq323t4SqqsReaql7SMcI1nWZHgfuYa5+aiebLOnJA18Y2KXGlrtQ2lVAqdJ/2aUHgPwUmeT7aWTKS3hw37BT8IN76dVzqMHXJRWDcCok7MquZY2dKNyrHjeLliVsMEC6lqz2aK1SAf97Cjdl1wMFg6hYytJHImq5UoRVski3w+5fxnGXQ5UeOjExOfcFG/KIgWsjQBJmTTAKLaycQn696IZAKPx3VGKJtccYdG6RtyeMrkWn3oeNVv8Ru/tncol77qgJmuEIm4fQ9NFRFxSaF0s+pSeDMOXSEmaVngsHDBwKLjiOG1+CZsV7agVTx124QPrg2ZpfLCUmsaar1mkD9hvrD3jMWw2eZ4Tn0QoahKDgS4qkAjWFMWI/VFH/U2AZWWAThaC6qP3EaW17sas6YPvHci1zVZAJea8aKMT77U4idHMxgeUUTDFwRKOT0wMAk8sYbfzB45QE4W5ZD00g5lmPW9qtHg4ybNleB9YbH2Kq0XkFy12euohv8kiOLX7aXjptL1hpqNIGkwINZT004g7stVKmEV9qA+W2fE4CdV4uAbueBAG5BfR8S6t+KRj8ngvWg8mxcu5BY8qBcAAwq6/PgyTBj1ryyhaDH0/3dF6tAbBW53NgD6kHcVxdAZds7t6WzTIdNcucXT57CXvINf9wKpzGXkEpygJl57nzY7zJReUfQZnvLLIWsOxeMwgMql8Su8B6y6GvNSIrRwZfr1H1BpRy/dj77+1cQ8hJAC/A+B3e+9/LYTwLYD/HsBfAvAvAPwnvfff6Gf/DoC/CaAC+C967//4+36792OK4SeRxNiwTGIgs3m4aJ4thn6gPFZnoA+pESQq98b9re+TjulFhM74n3w26pTzzfZlx+wao7iVrgycrrKrhl+TVfAaP2ua2hcX8Uqrv3NQfcxlZdZxbbMdzxpG8wQHn8TQLco+Dx9m9E46m+C4x0g+uklA79MQ0GLa7iEgUh1NMCooMdHh9wedb4VwiP3Ka0fjxX9X15xEGOd9uL/JhmHdwuoAyrShkfXiXAljGMuMYkVBb9j9RjlhuX7D4FFMjBCUFTgxpk8xozE1yzJhT+IQ6ATpIKJz8IBGzwCaql+ieTrhuL5nrFwi/eM5iJPM5tynUPF1uoFTlKhnQ4fvNz+cpPaIa51FMkMF2LjeANFhl2xjSAbf+vSqwcnfN0I5ORRQybH1oOcu7DZZp8PAUs2yNMlIqR0zam/iyPhMADB2y1PesNaMj/sFcyx4zIPPTnxd6nINMRyL5IA+622w/uT9ZsdFO8RuVBp06KdoxwR6FsJJ0F6Lfc/o/YfxduBPFrn/lwD+dwBf6d9/G8A/7b3/vRDC39a//1YI4a8A+OsA/i0AfwHAPwkh/Bu997cHl0IOno1LgR2G7EwFjOfZWsTkZH6TFhe6Njoljfr3Ni64F7UilENNGqM4OjrTuDBazG3HqUkATLiIeD8A08nwtMgzXZEaMMUtKG6++w2QLryHtOMprYM/7yiW5MSXngQrVkhhb8Mo8mERPetkDBy+brQ+OjJGfnbMaiA0evcPMTc6hyXuSDro2Edzi3ZP0h56aAYuSqMRJEzDv/13ohoei8idkb1TyjYM1sRhOhIok5Be3RtujKz57+HUowz5xnEqETcWIOWaN1zVGE9dM5AwVCVlUEcyJ2fQihphq4FgyCt7405HQeYS/704J+mhNh/dDwc2Bryc7yXvh5e0YCAgLC/B20nx9QV7XyRmtApIxueDCMI3zHhri3jeLwJVpiOU1Xo8aB7RsBunHjB1RnahrjUb9s4o3u4xKcih49aGRtBvtgfdX8CH7YIcGy5px6d9sfVizUVtNOH5fhgGQaVF23+KDdd9whSbwbQdI1onBAPAenN61z6LXHHfM7Yto1aYQm3ODfuefnCO6m9l3EMIvwLwHwD4uwD+K335PwLwV/Xf/w2Afwbgb+nr/13vfQXwz0MI/yeAfwfA//T532eBIGKaxHh3GEX6UIioLZhH9LKXXCg83YARcbNQQSVE2efbODYZMGTMeCdwNgghdNxV5/04xDpYmjbgBcFMU+hAPFIFAZgaHQ0qi1O3OsNmNTpc1PDY036LM0pRDTn/Y4FrVV2ZJRSbL8kiKx9WGoaLjsDbTdp1wDx+0IJXReT3m+ToSnEdA0NEg11ggcmOXWmYhIoUKjgPfmhKI5XzG8bpMWwWAZ+pmMCxCFtPzwS7UgEPDQ08XCSCXWZhxVaBSAxSgUJNen4CwY0aBM+d57Lq677HgPsg/OEL1VKQfj0b1xen7XoiWARtBc5QLasc059O10Kj8x0Bn+py6Hp+jBtsGhaOdRcfASc0XBUi4X5udTKjal3AiJZR0fCR5mgT0hBskMbaMp7L5QCNDCnhZEPsqSo6Ow781vKBoTbYaBEPcTfjHUPHVjM2pWLvLeF5U/G5LOqi/F1OaaMoIDfapxwE8g2QQNSYOphMDyeEbtCkaLXLb9QeEJscU58q1jVb4Eshs/4DFdUfgORt+/sA/mvgELL8ovf+e3Iy/fcA/Fxf/4sA/h/3uX+prx22EMJ/FkL4nRDC75SPL5imimmqKIojBQys1F8wjpmKlo7JRbnvGavShWoTk0chsayGnUZu1WYCdoQxVbJirhp0X6T1kAY/V/uYAnUeun0tMz5uF1zLZBjf1jJeVMlxNFuMqJ3ft2lP7kHeFGsEhsFvkMEEtzph1VmOlNXlZ+mU2HRBrrW1uCsOz4iRui2M1kiT5EPE793bZCqLFklCMXLHtpB9BoNf+HkAhsV7CGaKBX74tO+MpBEczjYeDOtj3ETMzL1G7Jkb9++xY0Ij/jyqi6oHTXHoxPjfqgpvyTmXA72Q99gLlt2VDhqdk/DnyuI2j5P01Me06j2NhqXvTTR6/PALCoYRRqDips+S2GPBzmVG2ueZpXbdtHfiqmP9fMR+rbOxuvz1yXFE6cws/fuyLmfcVMLZ70t0XZIxyPj3qGFJrep5X4xLzswYgE5jE3mQ57LYM0LhPu8YtpYxp2qaUqyZFcXkn6bVVGbPAV7pCfcyGeSzlmzslk2xd06Ao+ZVCkJvzKkZM5BGnpz27CYwhdCxLAUxNhm/VwVzz/mzYIj8xve+CyCE8NcA/H7v/X8JIfzVH/o8gNf57hsDxXrv/wDAPwCAy7/6FzvTDGJM3GoPCBqtE3sC2P0ZDIdvTQoPABB6QGCk5WCZ0qK1PHunITcsmuvy3HmmTV43oruFwde8sQZk8c1JCqT3fbI0DwA+bBdcUkFxEQ0AkxeeY1Hohr8vTswiVi2KxdCUPzwkGOQ8ZeLMA8QgVUSDgsz5YLZjXyF0QLb2H84N4WDY/es20g+D0rlbhFQP3/XbYFwUUIiMBt6M/Ck9lyg5HDjd3oDTKNr4N7s3o3hmBUYHb/hOTf9bANxgCM06+oBECCE1Ld5OsRwyDDnmka3Y1hOay2DaIfNyjV/qDP/59Wf42fIJP5ueX1FQz3NyafD9WuUc3hi6DiMZmRma6wtQDH5tGY9xMFp83WlvyQr0rYsWPR3PkJMYwZcUvh2c2SKumEd3p2W1UlQtECGwh77hpS5mrHOoqJF9GR2l6fOKEYH7a78DmNAs6Co1Ck6eWXtIh8+zszkH4vJDy0qUXhtaZ+ORwKCssxFSIWy1NWEvTanitg9213UXo75XEZMjOSQE2MSlpogFJVeINOy7aLuHANF412LqnwYV8t8F8B+GEP59ABcAX4UQ/lsAvw4h/LL3/nshhF8C+H39/L8E8K+47/8KwP/7W+zHNouoW0CMOJH2BxWynfTagxUmGmKQ36g4QjT8HE2OFWKbMEumVBG72HnD1VkcpfHHaADisRZnUGQ/1KiRBg5TngxdtGrApqkIKEd417SSW9HhADZvsZE9Igt4Id7XVP9GjRBf23tCq4pTR30Igzi4tQlbganyvU3YQzIpAj7AMXajCk6KfQ7MOwwaYRiQzmPSgcIazZLNAVCut5tBNyPZI66Mpim1/EpGWPY8YfC1p1gMGqkIQBgO8Mzzll5V7bLUqNhDHGLMcIBP9LIP7NwcTIMfDch74p3HqiJrZyfF70UXvfM9v8XQ8M10tev9XC8HnPwtaIVR+N6T6d9z/RGbZxS/ugKjVwllAdMXM+X4uHZE6I7XjFg01wy7w+W5yIemusP/XbQu+9i11rRhjkWgljYc7EuZFLKsum7JDvIOUiLxlEZDkxEgekTsUeYxB1WEdYHaY95x1UO6pN2kv0lUYFGWxxtDR1bqInnrU5KxnrwOfH2vCTuUsTftFpQygGNRldd9W2ekJM2VNUYb+AOI7esdP8iW+UFYpvf+d3rvv+q9/yVIofR/7L3/pwD+EYC/oR/7GwD+B/33PwLw10MISwjhLwP41wH8zz+8H6hHihqlB+O/06OR1QIMhk3VC8v3uXlmiwzJkPQo6VQXn2KZ9zVDHbUwqxSl0IaRZ0qn36WADyPnQXmqpgOfT5g8I3g2T2wt4aUOuQBgNDSZ3KfKKPA4OTVmc4aTLdObFlDpTBjVmsHWh4sYI4/Z5Gcde4bfYfMN6WRVHZE3Dp6yaUaP1+wUxZOFcW2zwQrnz9ABePiD3/3cxmapM2vEQy++ycdHy3Qy3Lf/LCNwTwFkTcVDPfc2mDNeM57/rW3C2mVSEVkofv92ffRYfj4/25o4G3Ye59oz1pNwmf2GXr97m/CpXnCtizmAQz0mVsvwuO4pO02KIg3WEneUlvBcLvhYHg5O4nwMgAQpN/c7/vry3y9lUcbMUEN9yuuAt871dAAAIABJREFU+DRrNUgTnAs8xPJ8xuKDpBwaLjocx5wF741K73Ifj3m3YSfcOOfY1948ZMzfE5XZgqdpwxyr0CnJTouSyS+5YGeGXZPUEAGbuERIh6M979SqVyimNRkH2tvnnwE77x/8xOe3vwfgH4YQ/iaA/xvAfwwAvff/NYTwDwH8b5CS8n/+fUwZ+Q7G7FNASfpBi6yKRyXpXF2mglKHAwgAah0UR/m+RrCp2mCOJZeD7nuHeMDiLqrny9/KZPANI1/7fUIzLMJAOmCBodcsVElYxHBJu2nOFC22kDIVg8xSLS1hOo3Oal0WjLU5O2PO9PZdlkiH782xSEHGwTC+4u8NPDDof8RHBd/dTCrWOjtDw+qkeX1T0LXO9ve1LoMS6QzW3hOedSQbHYifkLSEYmqDMTRc62JFO2AoQtIIvk93sNW/IkiGoLvz3ZE0wNRsN4PfMibFsRlhMxs4QyBSh9DZqy0jxaNWuXSiRgdTSLH1VTTu6hvGb3f7qI6xwklU7eSEfO/B+Rpf63EGAI/pVlVeAqOguPdk5AFmYKzjvMurGDlmaX7NRAwFRa35lJCs1lCaSA8faYekcUqWuvYRAVMKJGlW+1Ii9i4Tsh7SjrVm3CzbEe551lGJlPvgxiz3WibkOOS9CXVS8rtoBP9he8DTtCEG2c+m2ULOm01TM8Oui+teJ8TmdHJcAPZhe7BGqSlUfLXcDYrhCFDrONVnf0pDTpiDQ0qJyo4B9l0dldo9Qtc/ZOD/RMa99/7PIKwY9N7/CMC/95nP/V0Is+a32gxHb9GMfO9QjEyFvsoogAb1hFUN6jSVwyRwsmqC4oiz0q3oMVPoh0euQ3GvMDjvhGT2HpCnZvozbIMWmKIZtdI0JHrEXqTFmSPGeEyAPNxM9zgS7EyL5DECMG58Dg3osCjJY410LNINGLRDcMgS+M+zCcSmvne82j8ffGBgsqZLrgZyCh2f6mIsjClWm5Ppo3hvAMmhF3aFFgp7faPlXztWHf5Ng2nXR7nwldGfMoBYJBZBpmhY/aS4LTOBCTCjScdA57E6A+u3HSN7sOvjon37nOLyV3d9/DXgfTtTFCXqD2hROosf42bnw2vki6O+T4HX1sOPLKjKFKqjM69dnCUx9FXlHR5UuOuT012x5iJUNHjqZjej5Qu0MXR8t8rwEg62YBY6qUNgsx5rVSb8pfBRqRNeyiJdpyGJkBYCWmi414ynHI0VQ6XGHJpzKISFtNdF5bIf84ZrmbUGVrBpRN96wNZFqlcExyLudTJcPcWGrUtW85B1ndRscGUKDbd9Qe0BS5KgrcZoaEKODds+YS0JKQilm6JhEcCUK9Z9dK/G2DXIleex92CoRghdGSd/isb9z3QLXcxI6GLcW0TZA6IWElhMZcQ+pYppKshpiOrMWUZdoQ/u6DJJFLvtk0X3OTYrlu41Oc8bbcEyyq1dutNybPi0yYJPsSFqBTymIQrWAMXrBwMHgOHs93rE/r2GzeZglLPxBoDah0Sp75aLYaSYoyGITJrJHipyfVlsXbBbUcgb9xHtu+IexHkZvq6YM3Fb7ymNK60Gx29iTIfsMCPlV8ffT01kbzTOUHKYhjF5jD0MzjeLnghuaDXpfMTpMRzLuevTHzuPj86JBva8+WM9H/sOMTQ+e+F95eeN4dIdzOAomN552r3S60FD/6ktxulm5slCammDueI55+wCLe2oJkkYcEM+dFxTgpf/Z9TMfg9SevlZYuFrnQ1mKfr7XKdby3hKY+xkDB0PaYy1jOi4YsKH/YI5SlBh2bCOyZujDES51Qleb70hoOlz1noAgqo+7gsuSYz8pkOtOQkrx4Z304qtZjzvy0HLygyxQkNTqoDak6KMPct4NCClDZrSmFex7pOTW9H11gJaTYZm+K33gJi6zZj43PZFGHfB20VPpvdwmPDNIiorxYye95oMthGlR+hrip+lqjSjiEsugqErLBMw8PmokccZQ/NsGX7XdGfcTeXN4qzW4DBA/iYfmLVlm936VrTMB6L0bNANCy6lJaQ0ogA7xjAMYAwdaz/ipvI5l9UgWJFJGAqvhzoc9Na7sj6MKTIe+ClS5CoaDDLUB4UL/VYEDNAAp4NxPEfA7JYENFJ+w8Cbjoo21/jPm/JjEJ6+zxB8QxY1V+6YjL/Pz41jO3apvqoNuH3xNQ78ftYh3TTSUxAtc1GAf+0AvcPiv8lOIkVy727MIyRr46Dy9+mOx7ThWmcTXrvWWfn/bI4axz8FKVCyYOrhNpOl1t4BGvJBu6UQF3Xz5Ty9zrro24fD+/w9O2c1untLeMF8wLzl/la0Oo55joLJP+8XSAdqGyMvlQFjsGkYnaUyyL6guJ/32TqLoJt2dq81m+LjQ94tWm8K93JjnY42YcnFlC83pUdK3W8ElWuhLAqw79n+TRsYQkeHBlwtIqSO0IFWw58+LPNnubUqOHstETE3g1l6C3JSWmDYQcqk4PD2b4VRPPbOQdu3fQLpTj2o/GYXIyeVZ7lRASo9DNiiWLQabiwAh5cBY0YrMB58Tnh/yhu2OuRNg2LrbMwAcBgJ6I11aVG8c48HxxNDw5OLnmJoUkBVo872cm7Uc2cHLaUPbpgx5Ztp4pBF47cUhwiXx0glCkqW6nI4RYUXhtqNM/8YN3B4N+dr1h4NT/Zb7dE6GrnPx7gdCogyc/QoPXtV/ZIzXTNCZpDSSK6KYxOrHgXXxC/Zxn0dsPVYBKt3OjzcF3BkBnm4w79Gw8c6Ax0BDbc/D1/ARmgHWdwJFaaSGRWjRzlmCl0M2tYy3mcOxZb1dKsTbqoD5OszXjVziTKXuPRJIUDB9F+KNDh93C+YYtWmo4iXMuO7/cHgmiVWxLyCQzOo4fJSFpMAONyv0Axe2XtEqQkvZT4MmP96vtvzSwaLZEjy/avqr+coEI6vO5GCfNEa1/jcZBnHlKrpQPl7Z4XnFg9zlPne2qIFioRcLlmGarcuOjEcmM0ZqLUO6KZ3gWN6h0AAAGpRQgnrkiwWAgin+tx5+2KMO0CPBaAHpEnTtj0J5SdXmU4eG1qLJlkQQgeyTW/DfZMUJ6WGfZ/MY4bQseRRGO1dBPJbFzpSbREP034YSPuWuqTf7iUb/s/Px9PfxMi+mu8Wwd/rpFztgFlhnU1lRomfe60Mpt8LimGJe49S9FPWClXwCL+wG5YDgJmuTqFhx2DWTKGalCo3Puie+WBG/PRZr2/uHwRCOMCR+0xc3GvZHL4DwcUZzdUQjUdOmIkRLKN/jzvbcdF4ayTM92TIiPzG2jMWFJNI4LUmHZQbo+0zVGP4Prn5oeIxbvhQHw7GeQiTjUHZxjcHOfXBHNvqitMDepFf84wnQGAwxHEdOaSFbJSv8w2/2R8PzCbAyWWgH4yY0R4dR90rOa4KTbGYea8Z95pxSekQrRMSAYC2XywAkqi9qXGMbr8NtaUDYcAb/pc6a9S940mH2Mt9HmJevhmQ/76WGbVFLLngEnfMqSAqtMLAaqf+zDTuuUBAR47+CGzCyOj19RDoXOT/L9cHm0dxiPApO6C2AaBBd932imC0pvvvgx1DR9DWITD4ue2LMe5RGwxiBhA6qqZgwenN7HtSTyd/ewMf1dOxESoAmHOxinRO9Rjl92PEWGrEnqLh7QAAFQj6nIaDf910ZhR2uRUpji0qEdp6wL1OFtXbNBbj0DbtdEuHBURdGUAWOCMKKfzoou4RD7EipWKRDKOmrHoc3AyWUaOzn1I7Dp6QSCRbZOv1Yey3ejgM7zYMHnhtLHRfHhaI8XhdxyCDaB2WvpsUGEaM+P1b1Dv7nBr/2sc4QNYMprgb1PSpXg5GndorZpBd1gBoIVKzj6p/81ie68Wcicfx/fcNklLcl0VPgcc4EamZg/OROq/pojNKLYPswvIgY0V+A1ZMjaHhVge7hHg+P29QzWmp3+o86j7QARaxjJkFeVM8XXn1OmkMinvvLeGlSXPeU9qM4XV06hKYvNWxDcDVi+QYn/fFnMDFBTNT9GvDrT92jKrML9c0t0kZNfc6WfB0jsr5DFuzUT8afhP/Clr87AGxjwCRAaZE8DTwR/iZQWyMQClRHIAWVdH0t5nptmDR/ee2L8e460XpionzxNCBmDpiakAPaHpPaBiGgR/80FIikIewWFJPuO6qoJg5HSWM2a0AVp18Qk4qAKx6Iy5arPW68rz5JkYGFk8j7oqzsfByK9MYFtKDRMsucrlo5R+QrrhSjuJiUuyRxUktGx+JAWPwCKN/MhOYthZN6xfVm259sBwIR4jBiaA8Lo0oP+PZPeRFtyBZBdvMARwizGGsjq38B+zea5P0IVb1qS64xDS6KqGUTB3bJkXAY2HTM3a4DWy+Hgy5wCYjAj8XSa9txt6kQ/AMIdFREVMn9MRjYIGTxVOTVOjHawCMAeFkI6VwHDBCR2CGvlerk3xuglFCOzSr3ayXYgeiGlH9vy8Ws6gbtfu2ImJtOk4QbkCFQiNzLDZSjhDXoeiPjk8KrYjDisbY4ri6FqtF0nYOyoCh3rpQEwXWyXHQFP0UpIvqstNIex0YzkU2XXwMw11UGmBJZTBS9FnieRSXSQTFwTskkEyhDyq3XheODe0KyTRG49DXStT6Iqw4WktCTw2dZAxlzSD0wSRUwx7Sj8K4B4vIe5NmppDbIYpoNR4ueuvdTrhWABCtBfJAAYFo+HnqzfBiAzhAKjlV86hJsfUcG/ZtRqkJXRug1jqq7TReQvFStkzouO3TQZLTq1D6aMDOTT+bw+viIyvvOY5GDP8AevyU0qaeaSJR8BGzv9UJCyQrsNTX7Zv7kKvK/UTU0LFgZCKkxAGCza4nvFl+DIc6CHAcUMFiLfdbEZG6GEkPpfAXaCzvmIDeBgtEnRYNNzBomwAGZdOpYXpoaO9BKa0ybs2i/VPUDkinKK/7EjarI+wtWdDBY6YD841Ib2UbpJLuSrdj7wGpr6KO2KwoSvkA1j/kHuwu28nWTUw9Ibkd4RW0tveIxTN2NLOgHotvrCPzZdcMa4kFCDgUQGNo2LQGcsm79WAQNpQ6j7C/Wohm2M7Ph/zd0FQjRvadDFIi44zbtcwuUh6OyveTcPRl0eu5ceCPwiR37W9h5y2dRNBMiMfFuh0zJ8Kxs+nIDOZbqSOyz1pQrdXx1fsooDKo7YAYfgC9aAQfu0Tsdy3Efn899Qsx7qz8qlfqioMjdmPOkArplSDHewFAwzSJH61anCVEY7vRi0Vlyc/CLRjGl41Nu+rSlBbtBlIkiDeYRV1AnMWihRlKBPtI2/+bTU/6ju1nQzaa19xVZZC436vva4qo2QBnxaLLce09ImvR9fs2njfx7UFbjMgQzHitY57pu7RaJ6NEdEesmgJch3MOA/opTTDwA8atRtJHvfc2KfNDPmOc7R4PPGxi/SmMTsUDCwqjOMl6hTFO1GC+pZboN8Ohexv4vRrTc+0BgEa+o43//D6dIrVabnVBRVQVRoEbfCbE+0+8/nxsdAY7vL67RoaEQNR5bzqKjiJdfloY6zrRFZ7HfnSdK2Wx9Gi66qKrVLDVjHuZ0JJE1Js2PJG9AogjkK7XoseTjPLI82hdOOiAZBlryUAebBh/3vc6SfQexljMs8PwNGVCKdY706IM6nH0MUKuvQebmNa6DNTISQz6bc9Y94ywbEOOobpIH2ITVmXF5FxR3futD1y92bFBAtzYgU2kzRG7Gqj+I4FlOoAW0DGGdvQGAAG9ygnFJFVkLtLgvirURlijU28RrXXk/PrkWwsmktR7QDjpM8QgEsFnTN5Pc4Ia9zkXaWRqMkbBf2dS6KZ0aYKIp+jVQxYeR0aPiBo1cIGy+JNjkMmgJywwBzEyHt9rivshiEFbW8bG77mo3iQOnGSvbzjhw9v6GA1HbZElSk1jiUdGEbfUm+Hl3iDKDYxGs8xkjNCwqJFlBErGBqLgzp6m5w23qQOqoQcG1i9MpKEISG44aZxR8WHEY3GYx+07XiVbY0epGO4P+wO+nV4+O7GL5xFDP0TOvimNho8wFusNS1TD2IfInNz3IUXM13i8e49oLaPEagwpf3/9bAE2KrUekJKwXkofrf1i8I/nRWiD+keyRpXdlIpE8mkcX2nJWDDXIuuJ0f5WE3LIh2vu17EPjKR+NBn5YLzfLBKnBrxoLkXMseJRi7AkFjAjptAX9xc04OiQoIlMN57jXhMm5aunmE1PprSITX+z9mAGmr/bodi8IhThaF7EhkVl79VgkXpIHb0EhKWib2nchj9j+YE/1a3XYJE6SkArEcgNqAHQcwqhoxWhCCI2wadaQJ4qut7IGAWf7z1gWzPyVJGicwrBOQTddwxSUCX9sraAUrPwVmMzSQBG+2Y82yjAVo3ofRTNAby7Fn3neJQxYORKg8BiK9NtBFkQpG9FdBU3mobevKOxjShGpA9KSEjKUsj6kCeNmnaHs64toYTmnIYz0Gh4SLvR5p7CkJ29aTPKGNgcDGLh5ou5wDC8POaEdojITaVQI/6i8ACvVQ2j2EoI4iyjAAwtHkIiMXQnyzugmSlU68bMUaZMEf/2zoMZwN7TAeppGglndRSkh/rrF0NHAfnju60PHrsVAhmRE7bp45oQO77VCTImbz98nkXW0dErg57ppG/EqmVPkFpHR9HflPsUDYYDBgzDaD8G6aMAhjojWVcWZCAc/r/psbHtf0lKza2i6wJIO7/NRXDrUCLxwR4jkYDv1RaxIlvHaA4V5TTCrraIDcAcRyYHSLB21qLyYzir9tIwYEs4UpVZe6MsLx0DJXqBgTIY1t7EPpUS0Xs0tIK3mqybhoheoxp5xdhLlM/qnJCwRfQRj725fRnGXdOPEADEht4j0IhJBaDqOuea7yN1YQuzRO9d9OB7QJ4KYh4Qzvi/yg+osSg1Iad6kC/gZ6cscqF7jXiYyqHjbMkFnzYpUKXQUTEq42ZkITgum652Zd+QnmkDtDGiBo9din61LPhZX79Xbd1urvFJU1h7qLRYyqLWohRIv8l5wI5fIj15gN5ljfZcAVGaqKQox8EixPjl1jQgDAjmvK+K0QCzIiM17SRUHj3ZH2hAChqFhqBDGiR63XvC0ssrzj33O6Fi0gLU2vNRrbAN9gT1U7aW8U2+2uuWHYRq+Opj3A5NNsR5qzu3r/LNnAXXh9FiwzA0pUV8aDLxh9nM+RqN7w/5BhYfp1BxwwR2H8txD8ldZlg5CkPqQX/7IW14SBs+louyUpKtmyUVfCozWpP1wwi+Ho4tKi5/hM5YEAVgjXmf9sUM8qMaXWLhRetB90L5jWLBzVYT7lV01RkgHIe0cDDK4JBPqRrT5VZHBzp/J4eGmMfgamBk4LyPhyxYG6HYmc5ng9g6OewMDlsP2MuYvsTgb1JmHo0+Dfu+Jym+5qpGXs6pQww4M+1eA/oeESY5/nqPQNFwPyjuHoDgmrre2r4M4w4ILNP7qBKEURWGFhL6HoFJCq29RMSpIWRXPe7Bqs/d/g+UKHKZpchDXpV5w5txHqDNiB2ADeO2pqcu1f6kUTswOlVrE93oot67KHfe44JrTYga5TMavBUd1MuIBSMtnVMxTi9xS9G+SPYQzJr+FmccaPiIYXKjQU5qQPiQyzEexbZKO8Izb208Hl/Ast8g+0dFm3gN2a1IYw9IQdb0RVwWQkclhjMaFOIdqan6KT7vXwMIfSilE2MqUQtiUKVBRoxzBgXN5FjIG/dFYNI/Ae3mdTxwRs+UE45pGHrvGElx9RDMYHBUg8MONFbNQmhseU4P0y6MrDrjKa9IaPhUF6Mi0mAvqQCu6Wess4itSdT+kHYsqWABTLOF7JbjfU94yhV3zaJ42+covRjXMmPuwuwik0bE8SLuVRzv7NbknKpBIITOMsTAly7BUYkCxeTQLCN+N3UlOmQ8TStKF0x+q65rmHUjdw61xYODjkGkRNaatS4Xser94YCg1mWqGDWoAFjfDYDDAI2X2+IieB1wnSv2LaNrANqKamUp0hBiF8NeotUhW1EbmPoBi+6pI+w/CuMexButevFZKKAYOz1UgBL6xzdjqiIH0I9FxoHdR9TaraEAEGye8wj3kqxK3VpAXIhL6yE4I1HDeO+uU5q2U3o3p2rmrQM2zYkNT5PCKTRAJjim+F+N0Qo7U6r4tC9DBMlpW7P5xBty4p5+qo2HCAA+OBFAs84vD8c0hz/uXbKWFtmkMzS07Zr0gEgopYeDuBedx6xa9YQUYugW+UdmDf2YTrceDBbxhTCRIYBFs9lBQp/qglaiGUQ6bRnjJoXftYnBzKEY1rxiMGkSmnHOPQ5OJUc5L4nwadTYsq8XWJxEHHUBOoJ8gh3kfgoEROeYNaIvPSn84oq0QXn4oSOjmk4QndfaEqaW8RA3w8t5nV/qrL0PQ3cFbQxupwNmlsL7yeO81wzUo7l43he7V1FhxxbJ/JK+DQYebNSLzvley6zOQLMYLZLOysDZWsZa5iHrwbUAZr1ZCARtYPNbGTRMigWyQZGBGY+ZFGlKgs/uWZ+SrGQRDnNMli4UR4nM9VxTsw76UqQXp7eA2sQ2xNQQozD+0IG2R+S5oqeIrjaObJyDpMAe0Gt6ZdgtzvhRsGVctBdqGH91ICjXvc9NThKwQgNCF+K/5knW3FRlodSSZD5rlUp+rdLZmvRmVKVXigh+E5lhjeavd/G8U64C24QhZ5Cyw6RVtmAtGaVG5EWMwOSi9RQbLrlYEwYNmFEkAWEV9IASOtAkMhq0z3AoHgEjDTY4ASPVBI6QjbRgR9GX1vfJgZfPNmX6uNF8GGnpFAdMs9ZZZkFCDH1r2XDYc3Fv77KYURa5DmFkDXQEzH5etMFGrk88wD0xdLy05XXjGeVZ4+j+LIaRNqMI8nhYaNyrOJqv8t0ar24aoUNFqnguLBYT16Yh3TuLyzK6jXxwOmGPWy+xWCHYUxHPmj+y32iNPswoDnREhV9S6KLg2JNJAbzLmw2HJi2U/2YXM53oU9rEeaIfgoFbnfCUtkNQwG5SNkB5Y87O6hiGQFdpScdJSsb3blrxSR2BUCIj7mXCJe8ARAmRCqryW0mdzVhXtQsGzeEX7OUga632gA/bgx1zbRGP04ZP2yKUVP3enKrMVA4dL9uMSy4Ck7qMm+ue8Mycqz7HsibZI+NHfrYuhr3ViDxV5Kli2wjJSJ+EoRF6Tik1tBgkWleMHYArBkJsXscIcAGE8sPFVOCLMe4wik8nlxOQv0nUDwD2AETRhzHNGf1eCJoidWGc7LdJ0pwA9B4R9MJ3ALVKuy8Ag2u4cRBtjNL1msxIy/vSsCQwDAWBLrmgpoqtJKNKFo28SY+ksejAUIhzKTc7Z4GhN+MLuA95d0O3g81nlGMbKX4OAwdllCiR0uAiX5Wexv1wOIExD9wCp2aHNLxUrHQACHgpF2lDDzLZnb/P0YGEBYpea/87ALQBarz3ok4gx4oF0shj8IZG+YSBiPdaJ68z5KWpsWjArc1SlFXjTUO8OhncPSTcVPiNxttfPzk+aIQ4oruiXaEpddy02emrfDsY+qg0yBbiAaPmRiirunu4pGJzRAG8ymzeT6IRw3PyTkKyHYEyCKnxM3d1CgDQOOoOAypjJnJuNLq4DlHPXGGg0pThRWkNZqSeXHCgo4YhuLdX4bAfZEFKxhbSkLLuY8oRnQkALKkYUwUt4rZP9tvrudDZA2rJWE6stb0Nwa+h8SIT3KDvbZrd9y5smABYI2NrEV2j9t44YEio2If73BVfp3HfEjA1EwDrBuRDDDltIOuRNYhtDEDPXfD2H4VwWBeGjGEhHkkIGDBND8c3NcWJuSFEjcRrQJyrXDw4OQLeuCpFuhibdXxN05jDGmNHzs1gHVbVA4CHeZcpTq6hykMyKTZsRRZVbQHLNKRBORORG6WG/QMAHKNfoUbqw9G7YeqD/hWskOPnwvoJ70atwzEiB2AsnBzaiM77cdTfpAZpVZEur80d0fGUB1zhjwvAARbYlVpHA0c8mUMxFnUcZjwTDBYRx8GO4RkxdixxQwsssgmkMceCjGrRrxlp008ZTJys+C+xb8H8aZSPtFSeG0cpkmk0haZNOVoXAMXJhtQyj2WKFbkNo2trRh0o2SU3hRR4P3QhWCBwU51zP3dXsjeB0a5lwmPepQDdJjTNoKbQcOfac86f0JkM0JDr4qNiOlARD5MAif0THi4zCqLWGbhRt/28EdpKYRAMiJEvaRRaS4tYUrHP3NVAtx5wK5MdKwCr5ZDhs7VkLBRAnrkSBqUxhi468Xp8Se1MUf55igK9sAEywKEjmokmarLHbnMoeotowJAOAAQ2hqAO0PfaHs3OoAdgU0YMzVzX1/XvUAN67mInC96UA/bbl2Hc/VXD6d8d4qGSFlZ5wgD6Lt6r7VGcWBaDXXlRAz1ltw7XXgU3QyZmKt2xEqlLFM+BtEDX4iow5YLbNknkrTfotgklETOpUf9/e2cTY0lVxfHfv+q91zN86ICgIQwRSIgJMQYmhmgwxKhRQCMuWZiw0LhxoXFhICQmLnVh3JkY0Jj4wQK/CCuJH3EngoAOAjIoCSPoYIwyNNP9XlUdF/ecW9VNzzA2aHV17j95efXuq379v+9VnXvu/55zbr/Zx2LWb64dHvzQcKfY8iqHR0YEQRjpnbYBjEXXocGGpA8Op9ZhhFJYnn+epXryw2SUtaqhaRdEdERaWNteYKrOBnzlMdHrzSIn/4ShCOMTC3dx48dOOhvtPKeiDweYMGCLqgPf+SnpyPMsA0Sf+nWGrR5h47LVMOEqNuMI+Sde9zH+Ymnu+frnZmmG3mjGoFSRZkUR/hmL2pvtjDXXygFeag7mgSQ4HqxXuXLiqXa+xXsfSmOVa8mbbUr2CR1866bTqZZ8DBitKRvPWilUNnT0yBqeuTwSv2PMjiKePXZb2mhnnDNb5t9no0mzmIX/nk07KJ5lfZ8DMQgMnZbYnnIYGRaSTpJx+llqGPTKveQtewDrAAAIHklEQVS4pnLkic8y4rzwpsNLD9klr2G1Nac8S72uLEe2tF0v7+SS2m1N06ZEozDmTUf26juPUYc02zeXYzu3Hznr3W1ALoIoktFvk36eFIfOs/HTOZGNb0BUfkyeuX9hNdkOyuid4NfA3jDuHVQbVZJgqiTNqPNpSHSksjRdice2TqpVWkGuu36Pwc0KapdmIn13MHKGJGxNkge6SDYysWpn1LPQ2IxG6QKqqi4vsASWTU2lJN3MK1/IaSsWszYvokZyw7yKGOOU/NSRCgx1lqbCa/g6stKO6W9e20jxwl29ZaeduImGxi/FxK9Y+kLiom5Z+P+eqd/FPRV66mtcp+3Utuqn4TVVLq2ElxcyTBSKCs+/NTFM/qnqFSebteyhL9sZ1M0WiaGvfRPp822Wcl5q1vJWbgAvNwtqpe0Mu9kS6mWWA4YLs3PnGddGeKYrkpFtPH09jPfBeskpX0eITR7C+/v36gAH6lX20OdqwfXo+IyTzRorqzhvtvT6LfMUP971G1CkLM8oSBUx+r2ElfppbHY1VY6gSoP9cK+BuS/IRrTLug/Ms3xddHnAXm/6TZpjEE6hjrUb9K21XGLxOhbwF1XLKz74NV3FBYtTxIJ97Ga0vlrLJbEb6hySm+TBVMF1qZlvGJ0G9yjrUVcp7DXHgtNfyxGksPJs1LimohxAZIuHVLPyyJdlM0P+95WMjdWMtXmT77m66nL9qGS08fszvd5YpnWvg4sVr2wuEkcf1FarOpcLaJtZqnVFkm/D6FtX5fW8rqlRnfJyVJFDHMPh1MA7N19opbbetgXMDUsn1PnrFVgN1YozYk8Y93oJ5/y1SkmSMRMNZll39xG+Sh0zgc39W+hEvYRuvaI9x0fFWYeaCqs6aPrwyFiUtUZ0845q3oH/uLFpCIB1YNTuRViuPBleQRjACKWM46Tz9bHyge0TqKar8sW43ROPhKfQHeP98G7i3EidDmyNFvKptKrsyXfb0p2Xbb0lpDLfmF7gLEtGYovWHAYF+jCz/N4giSX/vgNjth3JEw+Dn2KTW0XaeV+SIUIzG5c5QhbZjjASTVe7JrtivV1QmWjU5fC+7T9K1rwx38GpX/iOuPhsrN3wxHcxV7dFHojU/YgMOuWhgF3tES3qN2FJ30FfhCvWNIZ1/pddzWwQ0hqDz8F6lePvU9RIDV44q5Kx4UW1NttZDsFMhbb6RKBXRVN5JFWlrs/ktLSB+0Ybi/695DmscTRznT2+s6jLE1EqrVLdIIhM3X7hfSjpdVbn66uzPjw5fpMIVtgYaOjpfZdmOl+bM7lHXufyAklOHUTODeqph6EOmTP2YE5BF5bDHttGHqxhWz4r6rMDeXHUmgrqrpeXO5cU5McploNc5XHeJXkmnNe2d1xNKcBErZJhP7Mqg8xe44z/AyS9CKwD/xibyy5xEdPlDoX/2Cj8x8WU+b/dzC7e6Y09YdwBJD1kZu8em8duMGXuUPiPjcJ/XEyd/+lwltJ8QUFBQcGUUIx7QUFBwT7EXjLu3xybwOvAlLlD4T82Cv9xMXX+O2LPaO4FBQUFBW8c9pLnXlBQUFDwBmF04y7pRklPSTom6fax+ewESd+SdELS0UHbhZIekPS0P18weO8O789Tkj4yDuvM5TJJv5T0hKTHJX3O26fC/4CkByU95vy/7O2T4B+QVEt6RNL9/noy/CU9K+kPkh6V9JC3TYn/IUn3SnrS74P3Ton/rmFmoz1ImUnPAFcCC+Ax4OoxOZ2G5w3AEeDooO2rwO1+fDvwFT++2vuxBlzh/atH5H4JcMSPzwf+5Bynwl/AeX48B34DvGcq/Af9+ALwfeD+KV0/zulZ4KJtbVPi/x3g0368AA5Nif9uH2N77tcBx8zsz2a2BO4BbhmZ06tgZr8G/rmt+RbSRYM/f2LQfo+ZbZrZX4BjpH6OAjN7wcx+58cngSeAS5kOfzOzl/3l3B/GRPgDSDoMfBS4a9A8Gf6nwST4S3oTyTm7G8DMlmb2LybC//VgbON+KfDc4PVxb5sC3mZmL0AyoMBbvX3P9knS5cC1JO93Mvxd0ngUOAE8YGaT4g98HfgifSkomBZ/A34m6WFJn/G2qfC/EngR+LbLYndJOpfp8N81xjbuOxUknnr4zp7sk6TzgB8Cnzezl8506g5to/I3s9bMrgEOA9dJeucZTt9T/CV9DDhhZg+f7Z/s0Db29XO9mR0BbgI+K+mGM5y71/jPSJLqN8zsWlKZkzOt7e01/rvG2Mb9OHDZ4PVh4PmRuPy3+LukSwD8+YS377k+SZqTDPv3zOxH3jwZ/gGfTv8KuJHp8L8e+LikZ0my4wckfZfp8MfMnvfnE8CPSTLFVPgfB477bA/gXpKxnwr/XWNs4/5b4CpJV0haALcC943M6WxxH3CbH98G/HTQfqukNUlXAFcBD47ADwClLWHuBp4ws68N3poK/4slHfLjg8CHgCeZCH8zu8PMDpvZ5aTr+xdm9kkmwl/SuZLOj2Pgw8BRJsLfzP4GPCfpHd70QeCPTIT/68LYK7rAzaQIjmeAO8fmcxqOPwBeAFakkf1TwFuAnwNP+/OFg/Pv9P48Bdw0Mvf3kaaVvwce9cfNE+L/LuAR538U+JK3T4L/tr68nz5aZhL8SZr1Y/54PO7RqfB3PtcAD/k19BPgginx3+2jZKgWFBQU7EOMLcsUFBQUFPwPUIx7QUFBwT5EMe4FBQUF+xDFuBcUFBTsQxTjXlBQULAPUYx7QUFBwT5EMe4FBQUF+xDFuBcUFBTsQ/wHZPwohewkFZ8AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import json\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "import time\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Polygon\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "endpoint = \"https://shijue01.cognitiveservices.azure.com/\"\n",
    "text_recognition_url = endpoint + \"/vision/v3.0/read/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to recognize.\n",
    "image_url = \"https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1603447717846&di=d18a698a42bf096f521bcf39dd8ff32c&imgtype=0&src=http%3A%2F%2Fimg3.duitang.com%2Fuploads%2Fitem%2F201504%2F01%2F20150401H3140_KhUWv.thumb.700_0.jpeg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"8a2abe4e786c40c1936efe083f794112\"}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(text_recognition_url, headers=headers, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# Extracting text requires two API calls: One call to submit the\n",
    "# image for processing, the other to retrieve the text found in the image.\n",
    "\n",
    "# Holds the URI used to retrieve the recognized text.\n",
    "operation_url = response.headers[\"Operation-Location\"]\n",
    "\n",
    "# The recognized text isn't immediately available, so poll to wait for completion.\n",
    "analysis = {}\n",
    "poll = True\n",
    "while (poll):\n",
    "    response_final = requests.get(\n",
    "        response.headers[\"Operation-Location\"], headers=headers)\n",
    "    analysis = response_final.json()\n",
    "    \n",
    "    print(json.dumps(analysis, indent=4))\n",
    "\n",
    "    time.sleep(1)\n",
    "    if (\"analyzeResult\" in analysis):\n",
    "        poll = False\n",
    "    if (\"status\" in analysis and analysis['status'] == 'failed'):\n",
    "        poll = False\n",
    "\n",
    "polygons = []\n",
    "if (\"analyzeResult\" in analysis):\n",
    "    # Extract the recognized text, with bounding boxes.\n",
    "    polygons = [(line[\"boundingBox\"], line[\"text\"])\n",
    "                for line in analysis[\"analyzeResult\"][\"readResults\"][0][\"lines\"]]\n",
    "\n",
    "# Display the image and overlay it with the extracted text.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "ax = plt.imshow(image)\n",
    "for polygon in polygons:\n",
    "    vertices = [(polygon[0][i], polygon[0][i+1])\n",
    "                for i in range(0, len(polygon[0]), 2)]\n",
    "    text = polygon[1]\n",
    "    patch = Polygon(vertices, closed=True, fill=False, linewidth=2, color='y')\n",
    "    ax.axes.add_patch(patch)\n",
    "    plt.text(vertices[0][0], vertices[0][1], text, fontsize=20, va=\"top\")\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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